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Merge pull request #191 from CNugteren/database_improvements 

Database improvements
pull/192/head
Cedric Nugteren 2017-09-16 20:37:09 +02:00 committed by GitHub
parent bb947890de bcf39eb79a
commit 7d0ef8e10d
105 changed files with 7578 additions and 4101 deletions
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4
CHANGELOG
View File

@ -1,6 +1,10 @@
Development (next version)
- The tuning database now has defaults per architecture (e.g. NVIDIA Kepler SM3.5, AMD Fiji)
- The tuning database now has a dictionary to translate vendor/device names to a common set
- The tuners can now distinguish between different AMD GPU board names of the same architecture
- The tuners can now use particle-swarm optimisation to search more efficiently (thanks to 'mcian')
- Further improved compilation time of database.cpp
- Various minor fixes and enhancements
- Added non-BLAS routines:
* SIM2COL/DIM2COL/CIM2COL/ZIM2COL/HIM2COL (im2col transform as used to express convolution as GEMM)

13
CMakeLists.txt
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@ -159,8 +159,8 @@ endif()
# Sets the supported routines and the used kernels. New routines and kernels should be added here.
set(KERNELS copy_fast copy_pad transpose_fast transpose_pad xaxpy xdot xger
xgemm xgemm_direct xgemv)
set(DATABASES copy invert pad padtranspose transpose xaxpy xdot
xgemm xgemm_direct xgemv xgemv_fast xgemv_fast_rot xger xtrsv)
set(DATABASES copy pad padtranspose transpose xaxpy xdot
xgemm xgemm_direct xgemv xgemv_fast xgemv_fast_rot xger)
set(SAMPLE_PROGRAMS_CPP sgemm sgemm_batched)
set(SAMPLE_PROGRAMS_C sasum dgemv sgemm haxpy cache)
if(NETLIB)
@ -194,6 +194,7 @@ set(HEADERS # such that they can be discovered by IDEs such as CLion and Visual
include/clblast_half.h
src/database/apple_cpu_fallback.hpp
src/database/database.hpp
src/database/database_structure.hpp
src/database/kernel_selection.hpp
src/routines/level1/xamin.hpp
src/routines/level1/xmax.hpp
@ -202,6 +203,7 @@ set(HEADERS # such that they can be discovered by IDEs such as CLion and Visual
src/routines/common.hpp
src/utilities/buffer_test.hpp
src/utilities/clblast_exceptions.hpp
src/utilities/device_mapping.hpp
src/utilities/msvc.hpp
src/utilities/utilities.hpp
src/cache.hpp
@ -230,7 +232,12 @@ foreach(ROUTINE ${LEVELX_ROUTINES})
set(HEADERS ${HEADERS} src/routines/levelx/${ROUTINE}.hpp)
endforeach()
foreach(DATABASE ${DATABASES})
set(HEADERS ${HEADERS} src/database/kernels/${DATABASE}.hpp)
set(HEADERS ${HEADERS} src/database/kernels/${DATABASE}/${DATABASE}.hpp)
set(HEADERS ${HEADERS} src/database/kernels/${DATABASE}/${DATABASE}_16.hpp)
set(HEADERS ${HEADERS} src/database/kernels/${DATABASE}/${DATABASE}_32.hpp)
set(HEADERS ${HEADERS} src/database/kernels/${DATABASE}/${DATABASE}_64.hpp)
set(HEADERS ${HEADERS} src/database/kernels/${DATABASE}/${DATABASE}_3232.hpp)
set(HEADERS ${HEADERS} src/database/kernels/${DATABASE}/${DATABASE}_6464.hpp)
endforeach()
# Creates and links the library

29
scripts/database/database.py
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@ -20,14 +20,6 @@ import database.defaults as defaults
# Server storing a copy of the database
DATABASE_SERVER_URL = "https://raw.githubusercontent.com/CNugteren/CLBlast-database/master/database.json"
# OpenCL vendor names and their short name
VENDOR_TRANSLATION_TABLE = {
"GenuineIntel": "Intel",
"Intel(R) Corporation": "Intel",
"Advanced Micro Devices, Inc.": "AMD",
"NVIDIA Corporation": "NVIDIA",
}
def remove_mismatched_arguments(database):
"""Checks for tuning results with mis-matched entries and removes them according to user preferences"""
@ -44,12 +36,14 @@ def remove_mismatched_arguments(database):
for kernel_group_name, kernel_group in db.group_by(database["sections"], kernel_attributes):
group_by_arguments = db.group_by(kernel_group, clblast.ARGUMENT_ATTRIBUTES)
if len(group_by_arguments) != 1:
print("[database] WARNING: entries for a single kernel with multiple argument values " + str(kernel_group_name))
print("[database] Either quit now, or remove all but one of the argument combinations below:")
print("[database] WARNING: entries for a single kernel with multiple argument values " +
str(kernel_group_name))
print("[database] Either quit or remove all but one of the argument combinations below:")
for index, (attribute_group_name, mismatching_entries) in enumerate(group_by_arguments):
print("[database] %d: %s" % (index, attribute_group_name))
for attribute_group_name, mismatching_entries in group_by_arguments:
response = user_input("[database] Remove entries corresponding to %s, [y/n]? " % str(attribute_group_name))
response = user_input("[database] Remove entries corresponding to %s, [y/n]? " %
str(attribute_group_name))
if response == "y":
for entry in mismatching_entries:
database["sections"].remove(entry)
@ -59,7 +53,8 @@ def remove_mismatched_arguments(database):
for kernel_group_name, kernel_group in db.group_by(database["sections"], kernel_attributes):
group_by_arguments = db.group_by(kernel_group, clblast.ARGUMENT_ATTRIBUTES)
if len(group_by_arguments) != 1:
print("[database] ERROR: entries for a single kernel with multiple argument values " + str(kernel_group_name))
print("[database] ERROR: entries for a single kernel with multiple argument values " +
str(kernel_group_name))
assert len(group_by_arguments) == 1
@ -97,7 +92,8 @@ def main(argv):
# Checks whether the command-line arguments are valid
clblast_header = os.path.join(cl_args.clblast_root, "include", "clblast.h") # Not used but just for validation
if not os.path.isfile(clblast_header):
raise RuntimeError("The path '" + cl_args.clblast_root + "' does not point to the root of the CLBlast library")
raise RuntimeError("The path '" + cl_args.clblast_root +
"' does not point to the root of the CLBlast library")
if len(glob.glob(json_files)) < 1:
print("[database] The path '" + cl_args.source_folder + "' does not contain any JSON files")
@ -115,11 +111,6 @@ def main(argv):
sys.stdout.write("[database] Processing '" + file_json + "' ") # No newline printed
imported_data = io.load_tuning_results(file_json)
# Fixes the problem that some vendors use multiple different names
for target in VENDOR_TRANSLATION_TABLE:
if imported_data["device_vendor"] == target:
imported_data["device_vendor"] = VENDOR_TRANSLATION_TABLE[target]
# Adds the new data to the database
old_size = db.length(database)
database = db.add_section(database, imported_data)
@ -136,7 +127,7 @@ def main(argv):
# Removes database entries before continuing
if cl_args.remove_device is not None:
print("[database] Removing all results for device '%s'" % cl_args.remove_device)
remove_database_entries(database, {"device": cl_args.remove_device})
remove_database_entries(database, {"clblast_device": cl_args.remove_device})
io.save_database(database, database_filename)
# Retrieves the best performing results

160
scripts/database/database/clblast.py
View File

@ -7,14 +7,21 @@
import os
# Type settings (also change in database_structure.hpp)
STRING_LENGTH = 50
PARAMETERS_LENGTH = 14
# Constants from the C++ code
VENDOR_DEFAULT = "default"
DEVICE_TYPE_DEFAULT = "All"
DEVICE_NAME_DEFAULT = "default"
DEVICE_NAME_DEFAULT_CONSTANT = "kDeviceNameDefault "
DEVICE_ARCHITECTURE_DEFAULT = "default"
# List of attributes
DEVICE_TYPE_ATTRIBUTES = ["device_vendor", "device_type"]
DEVICE_ATTRIBUTES = ["device", "device_core_clock", "device_compute_units"]
DEVICE_TYPE_ATTRIBUTES = ["clblast_device_vendor", "clblast_device_type"]
DEVICE_ATTRIBUTES = ["clblast_device_name", "clblast_device_architecture",
"device_core_clock", "device_compute_units"]
KERNEL_ATTRIBUTES = ["precision", "kernel_family"]
ARGUMENT_ATTRIBUTES = ["arg_m", "arg_n", "arg_k", "arg_alpha", "arg_beta"]
ATTRIBUTES = DEVICE_ATTRIBUTES + DEVICE_TYPE_ATTRIBUTES + KERNEL_ATTRIBUTES + ARGUMENT_ATTRIBUTES
@ -42,20 +49,19 @@ def get_cpp_separator():
return "// ================================================================================================="
def get_cpp_header(family):
def get_cpp_header(family, precision):
"""Retrieves the C++ header"""
return ("\n" + get_cpp_separator() + """
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the '%s' kernels.
// This file populates the database with best-found tuning parameters for the '%s%s' kernels.
//\n"""
% family.title() + get_cpp_separator() + \
"\n\nnamespace clblast {\n" + "namespace database {\n" + get_cpp_separator())
% (family.title(), precision)) + get_cpp_separator() + "\n"
def get_cpp_header_namespace():
return "\nnamespace clblast {\n" + "namespace database {\n"
def get_cpp_footer():
@ -67,7 +73,7 @@ def get_cpp_precision(family, precision):
"""Retrieves the C++ code for the start of a new precision"""
precision_string = precision_to_string(precision)
camelcase_name = family.title().replace("_", "")
return("\n\nconst Database::DatabaseEntry %s%s = {\n \"%s\", Precision::k%s"
return("\nconst DatabaseEntry %s%s = {\n \"%s\", Precision::k%s"
% (camelcase_name, precision_string, camelcase_name, precision_string))
@ -79,6 +85,19 @@ def get_cpp_device_vendor(vendor, device_type):
return " { // %s %ss\n kDeviceType%s, \"%s\", {\n" % (vendor, device_type, device_type_caps, vendor)
def get_cpp_family_includes(family, precisions):
result = "\n"
# result += "#include \"clblast.h\"\n"
# result += "#include \"database/database_structure.hpp\"\n"
for precision in precisions:
result += "#include \"database/kernels/%s/%s_%s.hpp\"\n" % (family, family, precision)
return result
def print_as_name(name):
return "Name{\"%-50s\"}" % name.strip()[:STRING_LENGTH]
def print_cpp_database(database, output_dir):
"""Outputs the database as C++ code"""
@ -87,26 +106,30 @@ def print_cpp_database(database, output_dir):
for family_name in kernel_families:
family_database = [s for s in database["sections"] if s["kernel_family"] == family_name]
# Opens a new file for each kernel family
full_path = os.path.join(output_dir, family_name + ".hpp")
with open(full_path, 'w+') as f:
f.write(get_cpp_header(family_name))
# Goes into a new path for each kernel family
family_path = os.path.join(output_dir, family_name)
# Loops over the different precision (e.g. 16, 32, 3232, 64, 6464)
precisions = sorted(set([s["precision"] for s in database["sections"]])) # Based on full database
for precision in precisions:
precision_database = [s for s in family_database if s["precision"] == precision]
# Loops over the different precision (e.g. 16, 32, 3232, 64, 6464)
precisions = sorted(set([s["precision"] for s in database["sections"]])) # Based on full database
for precision in precisions:
precision_database = [s for s in family_database if s["precision"] == precision]
# Opens a new file for each precision
full_path = os.path.join(family_path, family_name + "_" + precision + ".hpp")
with open(full_path, 'w+') as f:
f.write(get_cpp_header(family_name, precision))
f.write(get_cpp_header_namespace())
f.write(get_cpp_precision(family_name, precision))
# In case there is nothing found at all (e.g. 16-bit): continue as if this was a precision of 32 but
# with the defaults only
# In case there is nothing found at all (e.g. 16-bit): continue as if this was a
# precision of 32 but with the defaults only
if len(precision_database) == 0:
print("[database] No results found for %s:%s, retrieving defaults from %s:32" %
(family_name, precision, family_name))
precision_database = [s for s in family_database if s["precision"] == "32"
and s["device_vendor"] == VENDOR_DEFAULT
and s["device_type"] == DEVICE_TYPE_DEFAULT
and s["device"] == DEVICE_NAME_DEFAULT]
and s["clblast_device_vendor"] == VENDOR_DEFAULT
and s["clblast_device_type"] == DEVICE_TYPE_DEFAULT
and s["clblast_device_name"] == DEVICE_NAME_DEFAULT]
# Discovers the parameters for this kernel
parameter_names = []
@ -118,51 +141,72 @@ def print_cpp_database(database, output_dir):
f.write(", {" + parameter_names_as_string + "}, {\n")
# Loops over device vendors (e.g. AMD)
device_vendors = sorted(set([s["device_vendor"] for s in precision_database]))
device_vendors = sorted(set([s["clblast_device_vendor"] for s in precision_database]))
for vendor in device_vendors:
vendor_database = [s for s in precision_database if s["device_vendor"] == vendor]
vendor_database = [s for s in precision_database if s["clblast_device_vendor"] == vendor]
# Loops over device types (e.g. GPU)
device_types = sorted(set([s["device_type"] for s in vendor_database]))
device_types = sorted(set([s["clblast_device_type"] for s in vendor_database]))
for device_type in device_types:
type_database = [s for s in vendor_database if s["device_type"] == device_type]
type_database = [s for s in vendor_database if s["clblast_device_type"] == device_type]
f.write(get_cpp_device_vendor(vendor, device_type))
# Loops over every device of this vendor-type combination
devices = sorted(set([s["device"] for s in type_database]))
for device_name in devices:
device_database = [s for s in type_database if s["device"] == device_name]
device_name_quoted = "\"%s\"," % device_name.strip()
device_name_cpp = " { %-50s { " % device_name_quoted
f.write(device_name_cpp)
# Loops over every architecture of this vendor-type combination
architectures = sorted(set([s["clblast_device_architecture"] for s in type_database]))
for architecture in architectures:
architecture_database = [s for s in type_database if s["clblast_device_architecture"] == architecture]
architecture_string = DEVICE_ARCHITECTURE_DEFAULT if architecture == "" else architecture
f.write(" { \"%s\", {\n" % architecture_string)
# Collects the parameters for this entry
parameters = []
parmameter_index = 0
kernels = sorted(set([s["kernel"] for s in device_database]))
for kernel in kernels:
kernel_database = [s for s in device_database if s["kernel"] == kernel]
# Loops over every device of this vendor-type combination
devices = sorted(set([s["clblast_device_name"] for s in architecture_database]))
for device_name in devices:
device_database = [s for s in architecture_database if s["clblast_device_name"] == device_name]
device_name_as_string = print_as_name(device_name) if device_name != DEVICE_NAME_DEFAULT else DEVICE_NAME_DEFAULT_CONSTANT
device_name_cpp = " { %s, Params{ " % device_name_as_string
f.write(device_name_cpp)
assert len(kernel_database) == 1
results = kernel_database[0]["results"]
# Collects the parameters for this entry
parameters = []
parameter_index = 0
kernels = sorted(set([s["kernel"] for s in device_database]))
for kernel in kernels:
kernel_database = [s for s in device_database if s["kernel"] == kernel]
assert len(results) == 1
new_parameters = results[0]["parameters"]
for parameter_name in sorted(new_parameters):
assert parameter_name == parameter_names[parmameter_index]
parameter_value = new_parameters[parameter_name]
parameters.append(str(parameter_value))
parmameter_index += 1
assert len(kernel_database) == 1
results = kernel_database[0]["results"]
# Prints the entry
f.write(", ".join(parameters))
f.write(" } },\n")
assert len(results) == 1
new_parameters = results[0]["parameters"]
for parameter_name in sorted(new_parameters):
assert parameter_name == parameter_names[parameter_index]
parameter_value = new_parameters[parameter_name]
parameters.append(str(parameter_value))
parameter_index += 1
# Appends zero's to complete the list
assert parameter_index <= PARAMETERS_LENGTH
for append_index in range(parameter_index, PARAMETERS_LENGTH):
parameters.append("0")
# Prints the entry
f.write(", ".join(parameters))
f.write(" } },\n")
# Prints the architecture footer
f.write(" } },\n")
# Prints the vendor-type combination footer
f.write(" }\n },\n")
# Prints the precision footer
f.write(" }\n};\n\n" + get_cpp_separator())
f.write(" }\n};\n")
# Prints the file footer
f.write(get_cpp_footer())
# Prints the file footer
f.write(get_cpp_footer())
# Creates the combined family includes header
full_path = os.path.join(family_path, family_name + ".hpp")
with open(full_path, 'w+') as f:
f.write(get_cpp_header(family_name, ""))
f.write(get_cpp_family_includes(family_name, precisions))

84
scripts/database/database/defaults.py
View File

@ -12,14 +12,6 @@ import clblast
import bests
def set_default_device(section):
"""Sets the device name and parameters to some default values"""
section["device"] = clblast.DEVICE_NAME_DEFAULT
section["device_compute_units"] = 0
section["device_core_clock"] = 0
return section
def set_identifiers(database, group_by_attributes, identifier_name):
"""Sets a group-identifier based on a given set of attributes. Modifies the database but also returns a list of
unique identifiers."""
@ -55,32 +47,56 @@ def get_groups_by_identifier(database, group_identifiers, identifier_name):
return groups
def calculate_defaults(database, verbose):
"""Sets defaults for devices of the same type/vendor"""
def add_default_sections(database, grouping, verbose, values_dict, condition, enable_warning):
default_sections = []
# Groups the database by kernel, vendor and device type (e.g. AMD GPU)
group_identifiers = set_identifiers(database, clblast.GROUP_ATTRIBUTES, "group_identifier")
# Groups the database by a certain grouping
group_identifiers = set_identifiers(database, grouping, "group_identifier")
groups = get_groups_by_identifier(database, group_identifiers, "group_identifier")
# Loops over all groups
default_sections = {"sections": []}
for group, group_identifier in groups:
# Computes the best parameters
default_parameters = get_common_best_parameters(group, group_identifier, verbose)
default_parameters = get_common_best_parameters(group, group_identifier, verbose, enable_warning)
assert len(group) > 0
if condition(group[0]):
# Stores all the section's data
assert len(group) > 0
default_section = {}
for attribute in group[0].keys():
if attribute != "results" and attribute != "group_identifier":
default_section[attribute] = group[0][attribute]
default_section = set_default_device(default_section)
default_section["results"] = [{"time": 0.0, "parameters": default_parameters}]
default_sections["sections"].append(default_section)
default_section = {}
for attribute in group[0].keys():
if attribute != "results" and attribute != "group_identifier":
default_section[attribute] = group[0][attribute]
default_section["clblast_device_compute_units"] = 0
default_section["clblast_device_core_clock"] = 0
for key in values_dict.keys():
default_section[key] = values_dict[key]
default_section["results"] = [{"time": 0.0, "parameters": default_parameters}]
default_sections.append(default_section)
return default_sections
# Groups the database by kernel, vendor and device type (e.g. AMD GPU) - but not by arguments! This is to check for
# mis-matched arguments.
def calculate_defaults(database, verbose):
"""Sets defaults for devices of the same type/vendor"""
default_sections = {"sections": []}
# Groups the database by kernel, vendor and device architecture (e.g. AMD GPU "Fiji")
architecture_group = clblast.GROUP_ATTRIBUTES + ["clblast_device_architecture"]
architecture_defaults = add_default_sections(database, architecture_group, verbose,
{"clblast_device_name": clblast.DEVICE_NAME_DEFAULT},
lambda entry: True, enable_warning=False)
# Groups the database by kernel, vendor and device type (e.g. AMD GPU)
device_defaults = add_default_sections(database, clblast.GROUP_ATTRIBUTES, verbose,
{"clblast_device_name": clblast.DEVICE_NAME_DEFAULT,
"clblast_device_architecture": clblast.DEVICE_ARCHITECTURE_DEFAULT},
lambda entry: entry["clblast_device_architecture"] != "",
enable_warning=True)
default_sections["sections"].extend(device_defaults)
# Groups the database by kernel, vendor and device type (e.g. AMD GPU) - but not by arguments!
# This is to check for mis-matched arguments in the database. Note: this is not a check on the
# architecture defaults
attributes = clblast.DEVICE_TYPE_ATTRIBUTES + clblast.KERNEL_ATTRIBUTES + ["kernel"]
group_identifiers = set_identifiers(default_sections, attributes, "temp_identifier")
groups = get_groups_by_identifier(default_sections, group_identifiers, "temp_identifier")
@ -90,6 +106,9 @@ def calculate_defaults(database, verbose):
assert len(group) == 1
remove_identifiers(default_sections, "temp_identifier")
# Adds the architecture defaults only after running the above check
default_sections["sections"].extend(architecture_defaults)
# Groups the database by kernel only
group_identifiers = set_identifiers(database, clblast.KERNEL_ATTRIBUTES + ["kernel"], "group_identifier")
groups = get_groups_by_identifier(database, group_identifiers, "group_identifier")
@ -98,7 +117,8 @@ def calculate_defaults(database, verbose):
for group, group_identifier in groups:
# Computes the best parameters
default_parameters = get_common_best_parameters(group, group_identifier, verbose)
default_parameters = get_common_best_parameters(group, group_identifier, verbose,
enable_warning=True)
# Stores all the section's data
assert len(group) > 0
@ -106,9 +126,12 @@ def calculate_defaults(database, verbose):
for attribute in group[0].keys():
if attribute != "results" and attribute != "group_identifier":
default_section[attribute] = group[0][attribute]
default_section = set_default_device(default_section)
default_section["device_vendor"] = clblast.VENDOR_DEFAULT
default_section["device_type"] = clblast.DEVICE_TYPE_DEFAULT
default_section["clblast_device_name"] = clblast.DEVICE_NAME_DEFAULT
default_section["clblast_device_architecture"] = clblast.DEVICE_ARCHITECTURE_DEFAULT
default_section["clblast_device_vendor"] = clblast.VENDOR_DEFAULT
default_section["clblast_device_type"] = clblast.DEVICE_TYPE_DEFAULT
default_section["clblast_device_compute_units"] = 0
default_section["clblast_device_core_clock"] = 0
default_section["results"] = [{"time": 0.0, "parameters": default_parameters}]
default_sections["sections"].append(default_section)
@ -143,7 +166,7 @@ def get_parameter_names(section):
return [result["parameters"] for result in section["results"]]
def get_common_best_parameters(group, group_identifier, verbose):
def get_common_best_parameters(group, group_identifier, verbose, enable_warning):
"""Sets defaults based on the best values of entries supported by all devices. This might cause a problem in case
not every device was tuned with the same parameters. In that case it falls back to the above method to retrieve
the smallest best execution time"""
@ -179,7 +202,8 @@ def get_common_best_parameters(group, group_identifier, verbose):
# Fall back method in case there are no shared entries at all across devices
if num_devices_common == 1:
print("[database] Warning: No common kernels for: " + str(group_identifier) + " at all")
if enable_warning:
print("[database] Warning: No common kernels for: " + str(group_identifier) + " at all")
smallest_best_parameters = get_smallest_best_parameters(group)
if verbose:
print("[database] " + str(group_identifier))

43
scripts/database/database/io.py
View File

@ -26,14 +26,53 @@ def load_database(filename):
"""Loads a database from disk"""
print("[database] Loading database from '" + filename + "'")
with open(filename) as f:
return json.load(f)
database = json.load(f)
return decompress_database(database)
def save_database(database, filename):
"""Saves a database to disk"""
compressed_db = compress_database(database)
print("[database] Saving database to '" + filename + "'")
with open(filename, "w") as f:
json.dump(database, f, sort_keys=True, indent=4)
json.dump(compressed_db, f, sort_keys=True, indent=2, separators=(',', ': '))
def compress_database(database):
"""Moves certain common fields up in the hierarchy, transforms dicts into lists"""
new_sections = []
for section in database["sections"]:
new_section = {}
for field in section:
if field == "results":
parameter_names = [result["parameters"].keys() for result in section["results"]]
assert len(list(set([" ".join(p) for p in parameter_names]))) == 1
new_section["parameter_names"] = parameter_names[0] # they are all be the same
new_results = [[",".join([str(v) for v in result["parameters"].values()]),
result["time"]]
for result in section["results"]]
new_section[field] = new_results
else:
new_section[field] = section[field]
new_sections.append(new_section)
return {"sections": new_sections}
def decompress_database(database):
"""Undo the above compression"""
for section in database["sections"]:
new_results = []
for result in section["results"]:
parameters = {}
for name, value in zip(section["parameter_names"], result[0].split(",")):
parameters[name] = value
new_result = {
"parameters": parameters,
"time": result[1]
}
new_results.append(new_result)
section["results"] = new_results
return database
def load_tuning_results(filename):

15
src/clblast.cpp
View File

@ -2512,18 +2512,21 @@ StatusCode OverrideParameters(const cl_device_id device, const std::string &kern
}
// Retrieves the names and values separately
auto parameter_values = std::vector<size_t>();
auto parameter_values = database::Params{0};
auto parameter_names = std::vector<std::string>();
auto i = size_t{0};
for (const auto &parameter : parameters) {
parameter_values.push_back(parameter.second);
parameter_values[i] = parameter.second;
parameter_names.push_back(parameter.first);
++i;
}
// Creates a small custom database based on the provided parameters
const auto database_device = Database::DatabaseDevice{"default", parameter_values};
const auto database_vendor = Database::DatabaseVendor{database::kDeviceTypeAll, "default", {database_device}};
const auto database_entry = Database::DatabaseEntry{kernel_name, precision, parameter_names, {database_vendor}};
const auto database_entries = std::vector<Database::DatabaseEntry>{database_entry};
const auto database_device = database::DatabaseDevice{database::kDeviceNameDefault, parameter_values};
const auto database_architecture = database::DatabaseArchitecture{"default", {database_device}};
const auto database_vendor = database::DatabaseVendor{database::kDeviceTypeAll, "default", {database_architecture}};
const auto database_entry = database::DatabaseEntry{kernel_name, precision, parameter_names, {database_vendor}};
const auto database_entries = std::vector<database::DatabaseEntry>{database_entry};
const auto database = Database(device_cpp, kernel_name, precision, database_entries);
// Removes the old database entry and stores the new one in the cache

39
src/clpp11.hpp
View File

@ -167,6 +167,7 @@ class Platform {
// Methods to retrieve platform information
std::string Name() const { return GetInfoString(CL_PLATFORM_NAME); }
std::string Vendor() const { return GetInfoString(CL_PLATFORM_VENDOR); }
std::string Version() const { return GetInfoString(CL_PLATFORM_VERSION); }
// Returns the number of devices on this platform
size_t NumDevices() const {
@ -261,6 +262,11 @@ class Device {
return static_cast<unsigned long>(GetInfo<cl_ulong>(CL_DEVICE_LOCAL_MEM_SIZE));
}
std::string Capabilities() const { return GetInfoString(CL_DEVICE_EXTENSIONS); }
bool HasExtension(const std::string &extension) const {
const auto extensions = Capabilities();
return extensions.find(extension) != std::string::npos;
}
size_t CoreClock() const {
return static_cast<size_t>(GetInfo<cl_uint>(CL_DEVICE_MAX_CLOCK_FREQUENCY));
}
@ -294,13 +300,36 @@ class Device {
// Query for a specific type of device or brand
bool IsCPU() const { return Type() == "CPU"; }
bool IsGPU() const { return Type() == "GPU"; }
bool IsAMD() const { return Vendor() == "AMD" || Vendor() == "Advanced Micro Devices, Inc." ||
Vendor() == "AuthenticAMD";; }
bool IsNVIDIA() const { return Vendor() == "NVIDIA" || Vendor() == "NVIDIA Corporation"; }
bool IsIntel() const { return Vendor() == "INTEL" || Vendor() == "Intel" ||
Vendor() == "GenuineIntel"; }
bool IsAMD() const { return Vendor() == "AMD" ||
Vendor() == "Advanced Micro Devices, Inc." ||
Vendor() == "AuthenticAMD"; }
bool IsNVIDIA() const { return Vendor() == "NVIDIA" ||
Vendor() == "NVIDIA Corporation"; }
bool IsIntel() const { return Vendor() == "INTEL" ||
Vendor() == "Intel" ||
Vendor() == "GenuineIntel" ||
Vendor() == "Intel(R) Corporation"; }
bool IsARM() const { return Vendor() == "ARM"; }
// Platform specific extensions
std::string AMDBoardName() const { // check for 'cl_amd_device_attribute_query' first
#ifndef CL_DEVICE_BOARD_NAME_AMD
#define CL_DEVICE_BOARD_NAME_AMD 0x4038
#endif
return GetInfoString(CL_DEVICE_BOARD_NAME_AMD);
}
std::string NVIDIAComputeCapability() const { // check for 'cl_nv_device_attribute_query' first
#ifndef CL_DEVICE_COMPUTE_CAPABILITY_MAJOR_NV
#define CL_DEVICE_COMPUTE_CAPABILITY_MAJOR_NV 0x4000
#endif
#ifndef CL_DEVICE_COMPUTE_CAPABILITY_MINOR_NV
#define CL_DEVICE_COMPUTE_CAPABILITY_MINOR_NV 0x4001
#endif
return std::string{"SM"} + std::to_string(GetInfo<cl_uint>(CL_DEVICE_COMPUTE_CAPABILITY_MAJOR_NV)) +
std::string{"."} + std::to_string(GetInfo<cl_uint>(CL_DEVICE_COMPUTE_CAPABILITY_MINOR_NV));
}
// Accessor to the private data-member
const cl_device_id& operator()() const { return device_; }
private:

56
src/database/apple_cpu_fallback.hpp
View File

@ -22,47 +22,47 @@ namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XaxpyApple = {
"Xaxpy", Precision::kAny, {"VW", "WGS", "WPT"}, { { kDeviceTypeAll, "default", { { "default", { 8, 1, 4 } } } } }
const DatabaseEntry XaxpyApple = {
"Xaxpy", Precision::kAny, {"VW", "WGS", "WPT"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry XdotApple = {
"Xdot", Precision::kAny, {"WGS1", "WGS2"}, { { kDeviceTypeAll, "default", { { "default", { 1, 1 } } } } }
const DatabaseEntry XdotApple = {
"Xdot", Precision::kAny, {"WGS1", "WGS2"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry XgemvApple = {
"Xgemv", Precision::kAny, {"WGS1", "WPT1", "UNROLL1"}, { { kDeviceTypeAll, "default", { { "default", { 1, 4, 1 } } } } }
const DatabaseEntry XgemvApple = {
"Xgemv", Precision::kAny, {"WGS1", "WPT1", "UNROLL1"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry XgemvFastApple = {
"XgemvFast", Precision::kAny, {"VW2", "WGS2", "WPT2"}, { { kDeviceTypeAll, "default", { { "default", { 1, 1, 1 } } } } }
const DatabaseEntry XgemvFastApple = {
"XgemvFast", Precision::kAny, {"VW2", "WGS2", "WPT2"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry XgemvFastRotApple = {
"XgemvFastRot", Precision::kAny, {"VW3", "WGS3", "WPT3"}, { { kDeviceTypeAll, "default", { { "default", { 1, 1, 1 } } } } }
const DatabaseEntry XgemvFastRotApple = {
"XgemvFastRot", Precision::kAny, {"VW3", "WGS3", "WPT3"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry XgerApple = {
"Xger", Precision::kAny, {"WGS1", "WGS2", "WPT"}, { { kDeviceTypeAll, "default", { { "default", { 64, 1, 2 } } } } }
const DatabaseEntry XgerApple = {
"Xger", Precision::kAny, {"WGS1", "WGS2", "WPT"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 64, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry XtrsvApple = {
"Xtrsv", Precision::kAny, {"TRSV_BLOCK_SIZE"}, { { kDeviceTypeAll, "default", { { "default", { 32 } } } } }
const DatabaseEntry XtrsvApple = {
"Xtrsv", Precision::kAny, {"TRSV_BLOCK_SIZE"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry XgemmApple = {
"Xgemm", Precision::kAny, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, { { kDeviceTypeAll, "default", { { "default", { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1 } } } } }
const DatabaseEntry XgemmApple = {
"Xgemm", Precision::kAny, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1 } } } } } } }
};
const Database::DatabaseEntry XgemmDirectApple = {
"XgemmDirect", Precision::kAny, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, { { kDeviceTypeAll, "default", { { "default", { 1, 1, 1, 1, 1, 0, 0, 1, 1, 1 } } } } }
const DatabaseEntry XgemmDirectApple = {
"XgemmDirect", Precision::kAny, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry CopyApple = {
"Copy", Precision::kAny, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, { { kDeviceTypeAll, "default", { { "default", { 1, 1, 1, 1 } } } } }
const DatabaseEntry CopyApple = {
"Copy", Precision::kAny, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry PadApple = {
"Pad", Precision::kAny, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, { { kDeviceTypeAll, "default", { { "default", { 1, 1, 1, 1 } } } } }
const DatabaseEntry PadApple = {
"Pad", Precision::kAny, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry TransposeApple = {
"Transpose", Precision::kAny, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, { { kDeviceTypeAll, "default", { { "default", { 1, 0, 0, 1 } } } } }
const DatabaseEntry TransposeApple = {
"Transpose", Precision::kAny, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry PadtransposeApple = {
"Padtranspose", Precision::kAny, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, { { kDeviceTypeAll, "default", { { "default", { 0, 1, 1 } } } } }
const DatabaseEntry PadtransposeApple = {
"Padtranspose", Precision::kAny, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
const Database::DatabaseEntry InvertApple = {
"Invert", Precision::kAny, {"INTERNAL_BLOCK_SIZE"}, { { kDeviceTypeAll, "default", { { "default", { 16 } } } } }
const DatabaseEntry InvertApple = {
"Invert", Precision::kAny, {"INTERNAL_BLOCK_SIZE"}, { { kDeviceTypeAll, "default", { { "default", { { kDeviceNameDefault, Params{ 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } } } } }
};
// =================================================================================================

140
src/database/database.cpp
View File

@ -16,19 +16,21 @@
#include "utilities/utilities.hpp"
#include "database/database.hpp"
#include "database/kernels/xaxpy.hpp"
#include "database/kernels/xdot.hpp"
#include "database/kernels/xgemv.hpp"
#include "database/kernels/xgemv_fast.hpp"
#include "database/kernels/xgemv_fast_rot.hpp"
#include "database/kernels/xger.hpp"
#include "database/kernels/xaxpy/xaxpy.hpp"
#include "database/kernels/xdot/xdot.hpp"
#include "database/kernels/xgemv/xgemv.hpp"
#include "database/kernels/xgemv_fast/xgemv_fast.hpp"
#include "database/kernels/xgemv_fast_rot/xgemv_fast_rot.hpp"
#include "database/kernels/xger/xger.hpp"
#include "database/kernels/xgemm/xgemm.hpp"
#include "database/kernels/xgemm_direct/xgemm_direct.hpp"
#include "database/kernels/copy/copy.hpp"
#include "database/kernels/pad/pad.hpp"
#include "database/kernels/transpose/transpose.hpp"
#include "database/kernels/padtranspose/padtranspose.hpp"
#include "database/kernels/xtrsv.hpp"
#include "database/kernels/xgemm.hpp"
#include "database/kernels/xgemm_direct.hpp"
#include "database/kernels/copy.hpp"
#include "database/kernels/pad.hpp"
#include "database/kernels/transpose.hpp"
#include "database/kernels/padtranspose.hpp"
#include "database/kernels/invert.hpp"
#include "database/apple_cpu_fallback.hpp"
#include "database/kernel_selection.hpp"
@ -37,7 +39,7 @@ namespace clblast {
// =================================================================================================
// Initializes the databases
const std::vector<Database::DatabaseEntry> Database::database = std::vector<Database::DatabaseEntry>{
const std::vector<database::DatabaseEntry> Database::database = std::vector<database::DatabaseEntry>{
database::XaxpyHalf, database::XaxpySingle, database::XaxpyDouble, database::XaxpyComplexSingle, database::XaxpyComplexDouble,
database::XdotHalf, database::XdotSingle, database::XdotDouble, database::XdotComplexSingle, database::XdotComplexDouble,
database::XgemvHalf, database::XgemvSingle, database::XgemvDouble, database::XgemvComplexSingle, database::XgemvComplexDouble,
@ -54,7 +56,7 @@ const std::vector<Database::DatabaseEntry> Database::database = std::vector<Data
database::InvertHalf, database::InvertSingle, database::InvertDouble, database::InvertComplexSingle, database::InvertComplexDouble,
database::KernelSelectionHalf, database::KernelSelectionSingle, database::KernelSelectionDouble, database::KernelSelectionComplexSingle, database::KernelSelectionComplexDouble
};
const std::vector<Database::DatabaseEntry> Database::apple_cpu_fallback = std::vector<Database::DatabaseEntry>{
const std::vector<database::DatabaseEntry> Database::apple_cpu_fallback = std::vector<database::DatabaseEntry>{
database::XaxpyApple, database::XdotApple,
database::XgemvApple, database::XgemvFastApple, database::XgemvFastRotApple, database::XgerApple, database::XtrsvApple,
database::XgemmApple, database::XgemmDirectApple,
@ -65,41 +67,31 @@ const std::vector<Database::DatabaseEntry> Database::apple_cpu_fallback = std::v
// The default values
const std::string Database::kDeviceVendorAll = "default";
// Alternative names for some OpenCL vendors
const std::unordered_map<std::string, std::string> Database::kVendorNames{
{ "Intel(R) Corporation", "Intel" },
{ "GenuineIntel", "Intel" },
{ "Advanced Micro Devices, Inc.", "AMD" },
{ "NVIDIA Corporation", "NVIDIA" },
};
// =================================================================================================
// Constructor, computing device properties and populating the parameter-vector from the database.
// This takes an optional overlay database in case of custom tuning or custom kernels.
Database::Database(const Device &device, const std::string &kernel_name,
const Precision precision, const std::vector<DatabaseEntry> &overlay):
parameters_(std::make_shared<Parameters>()) {
const Precision precision, const std::vector<database::DatabaseEntry> &overlay):
parameters_(std::make_shared<database::Parameters>()) {
// Finds information of the current device
auto device_type = device.Type();
auto device_vendor = device.Vendor();
auto device_name = device.Name();
// Finds device information
const auto device_type = GetDeviceType(device);
const auto device_vendor = GetDeviceVendor(device);
const auto device_architecture = GetDeviceArchitecture(device);
const auto device_name = GetDeviceName(device);
// Set the short vendor name
for (auto &combination : kVendorNames) {
if (device_vendor == combination.first) {
device_vendor = combination.second;
}
}
// Prints the obtained information in verbose mode
log_debug("Device type '" + device_type + "'; vendor '" + device_vendor + "'");
log_debug("Device name '" + device_name + "'; architecture '" + device_architecture + "'");
// Sets the databases to search through
auto databases = std::list<std::vector<DatabaseEntry>>{overlay, database};
auto databases = std::list<std::vector<database::DatabaseEntry>>{overlay, database};
// Special case: modifies the database if the device is a CPU with Apple OpenCL
#if defined(__APPLE__) || defined(__MACOSX)
if (device.Type() == "CPU") {
auto extensions = device.Capabilities();
const auto extensions = device.Capabilities();
const auto is_apple = (extensions.find("cl_APPLE_SetMemObjectDestructor") == std::string::npos) ? false : true;
if (is_apple) {
databases.push_front(apple_cpu_fallback);
@ -108,9 +100,10 @@ Database::Database(const Device &device, const std::string &kernel_name,
#endif
// Searches potentially multiple databases
auto search_result = Parameters();
auto search_result = database::Parameters();
for (auto &db: databases) {
search_result = Search(kernel_name, device_type, device_vendor, device_name, precision, db);
search_result = Search(kernel_name, device_vendor, device_type,
device_name, device_architecture, precision, db);
if (search_result.size() != 0) {
parameters_->insert(search_result.begin(), search_result.end());
break;
@ -143,12 +136,11 @@ std::vector<std::string> Database::GetParameterNames() const {
// =================================================================================================
// Searches a particular database for the right kernel and precision
Database::Parameters Database::Search(const std::string &this_kernel,
const std::string &this_type,
const std::string &this_vendor,
const std::string &this_device,
database::Parameters Database::Search(const std::string &this_kernel,
const std::string &this_vendor, const std::string &this_type,
const std::string &this_device, const std::string &this_architecture,
const Precision this_precision,
const std::vector<DatabaseEntry> &this_database) const {
const std::vector<database::DatabaseEntry> &this_database) const {
// Selects the right kernel
for (auto &db: this_database) {
@ -156,51 +148,77 @@ Database::Parameters Database::Search(const std::string &this_kernel,
(db.precision == this_precision || db.precision == Precision::kAny)) {
// Searches for the right vendor and device type, or selects the default if unavailable
const auto parameters = SearchVendorAndType(this_vendor, this_type, this_device,
const auto parameters = SearchVendorAndType(this_vendor, this_type, this_device, this_architecture,
db.vendors, db.parameter_names);
if (parameters.size() != 0) { return parameters; }
return SearchVendorAndType(kDeviceVendorAll, database::kDeviceTypeAll, this_device,
return SearchVendorAndType(kDeviceVendorAll, database::kDeviceTypeAll, this_device, this_architecture,
db.vendors, db.parameter_names);
}
}
// If we reached this point, the entry was not found in this database
return Parameters();
return database::Parameters();
}
Database::Parameters Database::SearchVendorAndType(const std::string &target_vendor,
const std::string &target_type,
const std::string &this_device,
const std::vector<DatabaseVendor> &vendors,
database::Parameters Database::SearchVendorAndType(const std::string &target_vendor, const std::string &target_type,
const std::string &this_device, const std::string &this_architecture,
const std::vector<database::DatabaseVendor> &vendors,
const std::vector<std::string> &parameter_names) const {
for (auto &vendor: vendors) {
if ((vendor.name == target_vendor) && (vendor.type == target_type)) {
log_debug("Found architectures of vendor '" + target_vendor + "' and type '" + target_type + "'");
// Searches the device; if unavailable, returns the vendor's default parameters
const auto parameters = SearchDevice(this_device, vendor.devices, parameter_names);
// Searches the architecture; if unavailable returns the vendor's default parameters
auto parameters = SearchArchitecture(this_architecture, this_device, vendor.architectures, parameter_names);
if (parameters.size() != 0) { return parameters; }
return SearchDevice("default", vendor.devices, parameter_names);
return SearchArchitecture("default", this_device, vendor.architectures, parameter_names);
}
}
return Parameters();
return database::Parameters();
}
Database::Parameters Database::SearchDevice(const std::string &target_device,
const std::vector<DatabaseDevice> &devices,
database::Parameters Database::SearchArchitecture(const std::string &target_architecture,
const std::string &this_device,
const std::vector<database::DatabaseArchitecture> &architectures,
const std::vector<std::string> &parameter_names) const {
for (auto &architecture: architectures) {
if (architecture.name == target_architecture) {
log_debug("Found devices of architecture type '" + target_architecture + "'");
// Searches the device; if unavailable returns the architecture's default parameters
auto parameters = SearchDevice(this_device, architecture.devices, parameter_names);
if (parameters.size() != 0) { return parameters; }
return SearchDevice("default", architecture.devices, parameter_names);
}
}
return database::Parameters();
}
database::Parameters Database::SearchDevice(const std::string &target_device,
const std::vector<database::DatabaseDevice> &devices,
const std::vector<std::string> &parameter_names) const {
for (auto &device: devices) {
if (device.name == target_device) {
const auto device_name = CharArrayToString(device.name);
if (device_name == target_device) {
log_debug("Found parameters for device type '" + target_device + "'");
// Sets the parameters accordingly
auto parameters = Parameters();
if (parameter_names.size() != device.parameters.size()) { return Parameters(); } // ERROR
auto parameters = database::Parameters();
if (parameter_names.size() > device.parameters.size()) { return database::Parameters(); } // ERROR
for (auto i = size_t{0}; i < parameter_names.size(); ++i) {
parameters[parameter_names[i]] = device.parameters[i];
parameters[parameter_names[i]] = static_cast<size_t>(device.parameters[i]);
}
return parameters;
}
}
return Parameters();
return database::Parameters();
}
// Helper to convert from database format to proper types
std::string Database::CharArrayToString(const database::Name char_array) const {
auto result = std::string(char_array.data());
result.erase(result.find_last_not_of(" \t\n\r\f\v") + 1);
return result;
}
// =================================================================================================

77
src/database/database.hpp
View File

@ -22,64 +22,29 @@
#include <unordered_map>
#include "utilities/utilities.hpp"
#include "database/database_structure.hpp"
namespace clblast {
// =================================================================================================
// A special namespace to hold all the global constant variables (including the database entries)
namespace database {
// The OpenCL device types
const std::string kDeviceTypeCPU = "CPU";
const std::string kDeviceTypeGPU = "GPU";
const std::string kDeviceTypeAccelerator = "accelerator";
const std::string kDeviceTypeAll = "default";
} // namespace database
// =================================================================================================
// See comment at top of file for a description of the class
class Database {
public:
// Type alias for the database parameters
using Parameters = std::unordered_map<std::string, size_t>;
// Structures for content inside the database
struct DatabaseDevice {
std::string name;
std::vector<size_t> parameters; // parameter values
};
struct DatabaseVendor {
std::string type;
std::string name;
std::vector<DatabaseDevice> devices;
};
struct DatabaseEntry {
std::string kernel;
Precision precision;
std::vector<std::string> parameter_names;
std::vector<DatabaseVendor> vendors;
};
// The OpenCL device vendors
static const std::string kDeviceVendorAll;
// Alternative names for some OpenCL vendors
static const std::unordered_map<std::string, std::string> kVendorNames;
// The database consists of separate database entries, stored together in a vector
static const std::vector<DatabaseEntry> database;
static const std::vector<database::DatabaseEntry> database;
// Database for a special case: Apple CPUs support limited number of threads
static const std::vector<DatabaseEntry> apple_cpu_fallback;
static const std::vector<database::DatabaseEntry> apple_cpu_fallback;
Database() = default;
// The constructor with a user-provided database overlay (potentially an empty vector)
explicit Database(const Device &device, const std::string &kernel_name,
const Precision precision, const std::vector<DatabaseEntry> &overlay);
const Precision precision, const std::vector<database::DatabaseEntry> &overlay);
// Accessor of values by key
size_t operator[](const std::string &key) const { return parameters_->find(key)->second; }
@ -93,21 +58,29 @@ class Database {
private:
// Search method functions, returning a set of parameters (possibly empty)
Parameters Search(const std::string &this_kernel, const std::string &this_type,
const std::string &this_vendor, const std::string &this_device,
const Precision this_precision,
const std::vector<DatabaseEntry> &db) const;
Parameters SearchDevice(const std::string &target_device,
const std::vector<DatabaseDevice> &devices,
const std::vector<std::string> &parameter_names) const;
Parameters SearchVendorAndType(const std::string &target_vendor,
const std::string &target_type,
const std::string &this_device,
const std::vector<DatabaseVendor> &vendors,
const std::vector<std::string> &parameter_names) const;
database::Parameters Search(const std::string &this_kernel,
const std::string &this_vendor, const std::string &this_type,
const std::string &this_device, const std::string &this_architecture,
const Precision this_precision,
const std::vector<database::DatabaseEntry> &db) const;
database::Parameters SearchDevice(const std::string &target_device,
const std::vector<database::DatabaseDevice> &devices,
const std::vector<std::string> &parameter_names) const;
database::Parameters SearchArchitecture(const std::string &target_architecture,
const std::string &this_device,
const std::vector<database::DatabaseArchitecture> &architectures,
const std::vector<std::string> &parameter_names) const;
database::Parameters SearchVendorAndType(const std::string &target_vendor,
const std::string &target_type,
const std::string &this_device, const std::string &this_architecture,
const std::vector<database::DatabaseVendor> &vendors,
const std::vector<std::string> &parameter_names) const;
// Helper to convert from database format to proper types
std::string CharArrayToString(const database::Name char_array) const;
// Found parameters suitable for this device/kernel
std::shared_ptr<Parameters> parameters_;
std::shared_ptr<database::Parameters> parameters_;
};
// =================================================================================================

67
src/database/database_structure.hpp 100644
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@ -0,0 +1,67 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Cedric Nugteren <www.cedricnugteren.nl>
//
// This file describes the database storage structures.
//
// =================================================================================================
#ifndef CLBLAST_DATABASE_DATABASE_STRUCTURE_H_
#define CLBLAST_DATABASE_DATABASE_STRUCTURE_H_
#include <string>
#include <array>
#include <vector>
#include <unordered_map>
namespace clblast {
// A special namespace to hold all the global constant variables (including the database entries)
namespace database {
// =================================================================================================
// Type alias for the database storage (arrays for fast compilation/efficiency)
using Name = std::array<char, 51>; // name as stored in database (50 chars + string terminator)
using Params = std::array<size_t, 14>; // parameters as stored in database
// Type alias after extracting from the database (map for improved code readability)
using Parameters = std::unordered_map<std::string, size_t>; // parameters after reading from DB
// The OpenCL device types
const std::string kDeviceTypeCPU = "CPU";
const std::string kDeviceTypeGPU = "GPU";
const std::string kDeviceTypeAccelerator = "accelerator";
const std::string kDeviceTypeAll = "default";
const Name kDeviceNameDefault = {"default "};
struct DatabaseDevice {
const Name name;
const Params parameters; // parameter values
};
struct DatabaseArchitecture {
const std::string name;
const std::vector<DatabaseDevice> devices;
};
struct DatabaseVendor {
const std::string type;
const std::string name;
const std::vector<DatabaseArchitecture> architectures;
};
struct DatabaseEntry {
const std::string kernel;
const Precision precision;
const std::vector<std::string> parameter_names;
const std::vector<DatabaseVendor> vendors;
};
// =================================================================================================
} // namespace database
} // namespace clblast
// CLBLAST_DATABASE_DATABASE_STRUCTURE_H_
#endif

42
src/database/kernel_selection.hpp
View File

@ -18,21 +18,21 @@ namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry KernelSelectionHalf = {
const DatabaseEntry KernelSelectionHalf = {
"KernelSelection", Precision::kHalf, {"XGEMM_MIN_INDIRECT_SIZE"}, {
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", { 1*1*1 } },
{ "default", { { kDeviceNameDefault, Params{ 1*1*1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "default", { 1280*1280*1280 } },
{ "default", { { kDeviceNameDefault, Params{ 1280*1280*1280, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 512*512*512 } },
{ "default", { { kDeviceNameDefault, Params{ 512*512*512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -40,26 +40,26 @@ const Database::DatabaseEntry KernelSelectionHalf = {
// =================================================================================================
const Database::DatabaseEntry KernelSelectionSingle = {
const DatabaseEntry KernelSelectionSingle = {
"KernelSelection", Precision::kSingle, {"XGEMM_MIN_INDIRECT_SIZE"}, {
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", { 1*1*1 } },
{ "default", { { kDeviceNameDefault, Params{ 1*1*1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "default", { 1280*1280*1280 } },
{ "default", { { kDeviceNameDefault, Params{ 1280*1280*1280, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{
kDeviceTypeGPU, "ARM", {
{ "default", { 128*128*128} },
{ "default", { { kDeviceNameDefault, Params{ 128*128*128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 512*512*512 } },
{ "default", { { kDeviceNameDefault, Params{ 512*512*512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -67,21 +67,21 @@ const Database::DatabaseEntry KernelSelectionSingle = {
// =================================================================================================
const Database::DatabaseEntry KernelSelectionComplexSingle = {
const DatabaseEntry KernelSelectionComplexSingle = {
"KernelSelection", Precision::kComplexSingle, {"XGEMM_MIN_INDIRECT_SIZE"}, {
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", { 1*1*1 } },
{ "default", { { kDeviceNameDefault, Params{ 1*1*1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "default", { 1280*1280*1280 } },
{ "default", { { kDeviceNameDefault, Params{ 1280*1280*1280, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 512*512*512 } },
{ "default", { { kDeviceNameDefault, Params{ 512*512*512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -89,21 +89,21 @@ const Database::DatabaseEntry KernelSelectionComplexSingle = {
// =================================================================================================
const Database::DatabaseEntry KernelSelectionDouble = {
const DatabaseEntry KernelSelectionDouble = {
"KernelSelection", Precision::kDouble, {"XGEMM_MIN_INDIRECT_SIZE"}, {
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", { 1*1*1 } },
{ "default", { { kDeviceNameDefault, Params{ 1*1*1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "default", { 1280*1280*1280 } },
{ "default", { { kDeviceNameDefault, Params{ 1280*1280*1280, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 512*512*512 } },
{ "default", { { kDeviceNameDefault, Params{ 512*512*512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -111,21 +111,21 @@ const Database::DatabaseEntry KernelSelectionDouble = {
// =================================================================================================
const Database::DatabaseEntry KernelSelectionComplexDouble = {
const DatabaseEntry KernelSelectionComplexDouble = {
"KernelSelection", Precision::kComplexDouble, {"XGEMM_MIN_INDIRECT_SIZE"}, {
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", { 1*1*1 } },
{ "default", { { kDeviceNameDefault, Params{ 1*1*1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "default", { 1280*1280*1280 } },
{ "default", { { kDeviceNameDefault, Params{ 1280*1280*1280, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 512*512*512 } },
{ "default", { { kDeviceNameDefault, Params{ 512*512*512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}

354
src/database/kernels/copy.hpp
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@ -1,354 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Copy' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry CopyHalf = {
"Copy", Precision::kHalf, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 16, 8, 4, 4 } },
{ "default", { 16, 8, 4, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 8, 16, 8, 4 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 8, 32, 4, 8 } },
{ "default", { 8, 32, 4, 8 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 32, 8, 8, 1 } },
{ "default", { 32, 8, 8, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16, 8, 4, 4 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry CopySingle = {
"Copy", Precision::kSingle, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 8, 4, 1 } },
{ "ATI Radeon HD 6750M", { 16, 8, 2, 1 } },
{ "Ellesmere", { 8, 8, 4, 8 } },
{ "Fiji", { 16, 16, 1, 2 } },
{ "Hawaii", { 32, 8, 2, 2 } },
{ "Oland", { 32, 8, 4, 2 } },
{ "Pitcairn", { 8, 16, 4, 1 } },
{ "Tahiti", { 32, 8, 2, 2 } },
{ "Tonga", { 32, 8, 4, 4 } },
{ "Turks", { 8, 8, 4, 2 } },
{ "default", { 8, 16, 4, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 32, 8, 2, 4 } },
{ "default", { 32, 8, 2, 4 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 16, 8, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 16, 8, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 8, 4, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 16, 8, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 16, 8, 2 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 8, 8, 1 } },
{ "default", { 32, 16, 8, 2 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 8, 8, 2, 1 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 32, 16, 4, 1 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 32, 16, 4, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 16, 8, 2, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 16, 8, 4, 8 } },
{ "Iris", { 16, 8, 1, 2 } },
{ "Iris Pro", { 32, 8, 4, 4 } },
{ "default", { 8, 8, 2, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 8, 8, 1 } },
{ "default", { 32, 8, 8, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 8, 4, 1 } },
{ "GeForce GT 650M", { 16, 16, 4, 2 } },
{ "GeForce GTX 1070", { 8, 16, 4, 1 } },
{ "GeForce GTX 1080", { 8, 32, 4, 1 } },
{ "GeForce GTX 480", { 8, 8, 4, 1 } },
{ "GeForce GTX 670", { 16, 32, 4, 1 } },
{ "GeForce GTX 680", { 32, 16, 4, 1 } },
{ "GeForce GTX 750", { 32, 8, 2, 2 } },
{ "GeForce GTX 750 Ti", { 16, 32, 2, 2 } },
{ "GeForce GTX 980", { 32, 16, 1, 1 } },
{ "GeForce GTX TITAN", { 32, 8, 2, 4 } },
{ "GeForce GTX TITAN Black", { 8, 32, 4, 8 } },
{ "GeForce GTX TITAN X", { 32, 8, 1, 2 } },
{ "TITAN X (Pascal)", { 8, 32, 4, 1 } },
{ "Tesla K20m", { 8, 8, 4, 4 } },
{ "Tesla K40m", { 8, 8, 4, 2 } },
{ "default", { 8, 32, 4, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 32, 8, 8, 1 } },
{ "default", { 32, 8, 8, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 8, 4, 4 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry CopyComplexSingle = {
"Copy", Precision::kComplexSingle, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 8, 1, 1 } },
{ "ATI Radeon HD 6750M", { 8, 8, 1, 1 } },
{ "Ellesmere", { 16, 16, 1, 4 } },
{ "Fiji", { 16, 8, 1, 2 } },
{ "Hawaii", { 32, 8, 1, 2 } },
{ "Oland", { 8, 16, 1, 1 } },
{ "Pitcairn", { 8, 8, 1, 2 } },
{ "Tahiti", { 8, 8, 2, 2 } },
{ "Tonga", { 8, 32, 1, 2 } },
{ "Turks", { 32, 8, 4, 1 } },
{ "default", { 16, 8, 1, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 16, 4, 2 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 16, 16, 8, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 8, 4, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 8, 2, 2 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 32, 4, 1 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 16, 8, 8, 1 } },
{ "default", { 32, 8, 8, 1 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 16, 8, 2, 1 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 16, 16, 2, 2 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 8, 8, 1, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 8, 32, 2, 4 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 8, 8, 2, 1 } },
{ "Iris", { 16, 8, 1, 2 } },
{ "Iris Pro", { 32, 16, 1, 4 } },
{ "default", { 16, 8, 1, 2 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 8, 4, 1 } },
{ "default", { 32, 8, 4, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 8, 1, 1 } },
{ "GeForce GTX 1070", { 16, 8, 1, 1 } },
{ "GeForce GTX 1080", { 32, 8, 1, 2 } },
{ "GeForce GTX 480", { 16, 16, 1, 1 } },
{ "GeForce GTX 670", { 16, 8, 1, 1 } },
{ "GeForce GTX 750", { 16, 8, 1, 2 } },
{ "GeForce GTX 750 Ti", { 16, 32, 1, 1 } },
{ "GeForce GTX 980", { 8, 8, 1, 1 } },
{ "GeForce GTX TITAN Black", { 16, 8, 1, 1 } },
{ "GeForce GTX TITAN X", { 16, 8, 1, 1 } },
{ "TITAN X (Pascal)", { 8, 16, 2, 1 } },
{ "Tesla K20m", { 8, 8, 1, 4 } },
{ "Tesla K40m", { 16, 8, 1, 1 } },
{ "default", { 32, 8, 1, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 32, 8, 1, 1 } },
{ "default", { 32, 8, 1, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16, 8, 1, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry CopyDouble = {
"Copy", Precision::kDouble, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 8, 1, 1 } },
{ "Ellesmere", { 32, 8, 1, 4 } },
{ "Fiji", { 16, 8, 1, 2 } },
{ "Hawaii", { 32, 8, 1, 2 } },
{ "Oland", { 32, 8, 2, 8 } },
{ "Pitcairn", { 32, 8, 1, 1 } },
{ "Tahiti", { 8, 32, 2, 1 } },
{ "Tonga", { 8, 32, 2, 4 } },
{ "default", { 16, 8, 2, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 16, 8, 8, 2 } },
{ "default", { 16, 8, 8, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 16, 32, 8, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 16, 8, 8, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 16, 8, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 16, 32, 2, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 16, 32, 8, 1 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 16, 16, 8, 1 } },
{ "default", { 16, 8, 8, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 8, 8, 8, 1 } },
{ "default", { 8, 8, 8, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 32, 16, 2, 1 } },
{ "GeForce GTX 1070", { 8, 8, 4, 1 } },
{ "GeForce GTX 1080", { 8, 8, 4, 1 } },
{ "GeForce GTX 480", { 8, 8, 2, 1 } },
{ "GeForce GTX 670", { 8, 8, 2, 1 } },
{ "GeForce GTX 680", { 16, 32, 2, 1 } },
{ "GeForce GTX 750", { 8, 16, 2, 1 } },
{ "GeForce GTX 750 Ti", { 16, 8, 2, 1 } },
{ "GeForce GTX 980", { 32, 8, 2, 1 } },
{ "GeForce GTX TITAN", { 16, 32, 2, 2 } },
{ "GeForce GTX TITAN Black", { 16, 8, 2, 8 } },
{ "GeForce GTX TITAN X", { 32, 16, 1, 1 } },
{ "TITAN X (Pascal)", { 8, 8, 2, 2 } },
{ "Tesla K20m", { 8, 8, 2, 1 } },
{ "Tesla K40m", { 8, 8, 2, 2 } },
{ "default", { 32, 32, 2, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16, 8, 2, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry CopyComplexDouble = {
"Copy", Precision::kComplexDouble, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 8, 16, 1, 1 } },
{ "Ellesmere", { 8, 32, 1, 2 } },
{ "Fiji", { 8, 16, 1, 1 } },
{ "Hawaii", { 32, 8, 2, 8 } },
{ "Oland", { 8, 16, 1, 1 } },
{ "Pitcairn", { 16, 8, 1, 1 } },
{ "Tahiti", { 8, 16, 1, 1 } },
{ "Tonga", { 16, 8, 2, 1 } },
{ "default", { 8, 16, 1, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 32, 8, 1, 2 } },
{ "default", { 32, 8, 1, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 8, 8, 8, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 8, 8, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 16, 2, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 32, 8, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 16, 8, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 8, 8, 8, 1 } },
{ "default", { 16, 8, 8, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 8, 8, 1 } },
{ "default", { 32, 8, 8, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 8, 8, 1, 1 } },
{ "GeForce GTX 1070", { 8, 32, 1, 4 } },
{ "GeForce GTX 1080", { 8, 8, 1, 1 } },
{ "GeForce GTX 480", { 16, 8, 1, 1 } },
{ "GeForce GTX 670", { 16, 8, 1, 1 } },
{ "GeForce GTX 680", { 8, 8, 1, 1 } },
{ "GeForce GTX 750", { 32, 8, 1, 1 } },
{ "GeForce GTX 750 Ti", { 16, 16, 1, 1 } },
{ "GeForce GTX 980", { 8, 8, 1, 1 } },
{ "GeForce GTX TITAN", { 16, 16, 1, 1 } },
{ "GeForce GTX TITAN Black", { 8, 8, 1, 2 } },
{ "GeForce GTX TITAN X", { 16, 8, 1, 1 } },
{ "TITAN X (Pascal)", { 8, 8, 1, 2 } },
{ "Tesla K20m", { 8, 8, 1, 2 } },
{ "Tesla K40m", { 8, 8, 1, 1 } },
{ "default", { 8, 8, 1, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16, 8, 1, 1 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

14
src/database/kernels/copy/copy.hpp 100644
View File

@ -0,0 +1,14 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Copy' kernels.
//
// =================================================================================================
#include "database/kernels/copy/copy_16.hpp"
#include "database/kernels/copy/copy_32.hpp"
#include "database/kernels/copy/copy_3232.hpp"
#include "database/kernels/copy/copy_64.hpp"
#include "database/kernels/copy/copy_6464.hpp"

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Copy16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry CopyHalf = {
"Copy", Precision::kHalf, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 8, 16, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 8, 32, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Copy32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry CopySingle = {
"Copy", Precision::kSingle, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 8, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 8, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 32, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 8, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 16, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 16, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 32, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 32, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 16, 8, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 32, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GT 650M "}, Params{ 16, 16, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 32, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 8, 32, 4, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 8, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 32, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 32, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 8, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Copy3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry CopyComplexSingle = {
"Copy", Precision::kComplexSingle, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 16, 16, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 8, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 16, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 16, 16, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 16, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 16, 16, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 8, 32, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 32, 16, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Copy64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry CopyDouble = {
"Copy", Precision::kDouble, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 32, 8, 2, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 8, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 8, 32, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 16, 8, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 16, 32, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 16, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 16, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 16, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 16, 32, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 16, 16, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 8, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 32, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 32, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 8, 2, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 8, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 32, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

131
src/database/kernels/copy/copy_6464.hpp 100644
View File

@ -0,0 +1,131 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Copy6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry CopyComplexDouble = {
"Copy", Precision::kComplexDouble, {"COPY_DIMX", "COPY_DIMY", "COPY_VW", "COPY_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 8, 2, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 8, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 32, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 16, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 8, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 32, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

20
src/database/kernels/invert.hpp
View File

@ -15,11 +15,11 @@ namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry InvertHalf = {
const DatabaseEntry InvertHalf = {
"Invert", Precision::kHalf, {"INTERNAL_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16 } },
{ "default", { { kDeviceNameDefault, Params{ 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -27,11 +27,11 @@ const Database::DatabaseEntry InvertHalf = {
// =================================================================================================
const Database::DatabaseEntry InvertSingle = {
const DatabaseEntry InvertSingle = {
"Invert", Precision::kSingle, {"INTERNAL_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16 } },
{ "default", { { kDeviceNameDefault, Params{ 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -39,11 +39,11 @@ const Database::DatabaseEntry InvertSingle = {
// =================================================================================================
const Database::DatabaseEntry InvertComplexSingle = {
const DatabaseEntry InvertComplexSingle = {
"Invert", Precision::kComplexSingle, {"INTERNAL_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16 } },
{ "default", { { kDeviceNameDefault, Params{ 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -51,11 +51,11 @@ const Database::DatabaseEntry InvertComplexSingle = {
// =================================================================================================
const Database::DatabaseEntry InvertDouble = {
const DatabaseEntry InvertDouble = {
"Invert", Precision::kDouble, {"INTERNAL_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16 } },
{ "default", { { kDeviceNameDefault, Params{ 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -63,11 +63,11 @@ const Database::DatabaseEntry InvertDouble = {
// =================================================================================================
const Database::DatabaseEntry InvertComplexDouble = {
const DatabaseEntry InvertComplexDouble = {
"Invert", Precision::kComplexDouble, {"INTERNAL_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16 } },
{ "default", { { kDeviceNameDefault, Params{ 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}

362
src/database/kernels/pad.hpp
View File

@ -1,362 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Pad' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry PadHalf = {
"Pad", Precision::kHalf, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 16, 8, 1, 2 } },
{ "default", { 16, 8, 1, 2 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 8, 8, 4, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 8, 32, 2, 2 } },
{ "default", { 8, 8, 2, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 16, 8, 4, 2 } },
{ "default", { 16, 8, 4, 2 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 8, 8, 4, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry PadSingle = {
"Pad", Precision::kSingle, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 8, 1, 1 } },
{ "ATI Radeon HD 6750M", { 8, 16, 2, 1 } },
{ "Ellesmere", { 32, 8, 2, 2 } },
{ "Fiji", { 16, 16, 1, 2 } },
{ "Hawaii", { 32, 8, 1, 4 } },
{ "Oland", { 8, 8, 1, 2 } },
{ "Pitcairn", { 32, 8, 1, 2 } },
{ "Tahiti", { 32, 8, 1, 2 } },
{ "Tonga", { 16, 16, 2, 2 } },
{ "Turks", { 32, 8, 2, 1 } },
{ "default", { 8, 16, 1, 2 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 32, 8, 1, 4 } },
{ "default", { 32, 8, 1, 4 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 32, 4, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 16, 4, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 8, 2, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 16, 32, 4, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 16, 4, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 8, 4, 1 } },
{ "default", { 32, 8, 4, 2 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 32, 8, 2, 4 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 32, 8, 2, 4 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 16, 8, 1, 2 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 16, 8, 4, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 8, 4, 2 } },
{ "Iris", { 32, 16, 2, 1 } },
{ "Iris Pro", { 16, 8, 2, 1 } },
{ "default", { 32, 8, 4, 2 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 16, 2, 1 } },
{ "default", { 32, 16, 2, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 32, 8, 2, 1 } },
{ "GeForce GT 650M", { 32, 16, 2, 2 } },
{ "GeForce GTX 1070", { 16, 8, 1, 1 } },
{ "GeForce GTX 1080", { 16, 8, 1, 1 } },
{ "GeForce GTX 480", { 32, 8, 1, 4 } },
{ "GeForce GTX 670", { 32, 8, 2, 2 } },
{ "GeForce GTX 680", { 16, 8, 4, 1 } },
{ "GeForce GTX 750", { 32, 16, 4, 2 } },
{ "GeForce GTX 750 Ti", { 16, 8, 4, 1 } },
{ "GeForce GTX 980", { 16, 8, 1, 1 } },
{ "GeForce GTX TITAN", { 32, 8, 2, 1 } },
{ "GeForce GTX TITAN Black", { 32, 8, 1, 2 } },
{ "GeForce GTX TITAN X", { 16, 16, 1, 1 } },
{ "TITAN X (Pascal)", { 16, 8, 1, 2 } },
{ "Tesla K20m", { 32, 8, 2, 1 } },
{ "Tesla K40m", { 32, 8, 1, 1 } },
{ "default", { 32, 8, 4, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 32, 8, 2, 1 } },
{ "default", { 32, 8, 2, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 8, 2, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry PadComplexSingle = {
"Pad", Precision::kComplexSingle, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 8, 1, 1 } },
{ "ATI Radeon HD 6750M", { 16, 8, 2, 1 } },
{ "Ellesmere", { 16, 16, 2, 4 } },
{ "Fiji", { 16, 8, 1, 2 } },
{ "Hawaii", { 32, 8, 1, 2 } },
{ "Oland", { 8, 32, 1, 1 } },
{ "Pitcairn", { 8, 8, 1, 2 } },
{ "Tahiti", { 16, 16, 1, 1 } },
{ "Tonga", { 16, 8, 1, 2 } },
{ "Turks", { 16, 8, 4, 4 } },
{ "default", { 16, 8, 1, 2 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 32, 8, 1, 4 } },
{ "default", { 32, 8, 1, 4 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 8, 4, 2 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 8, 2, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 8, 1, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 32, 4, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 8, 2, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 16, 4, 1 } },
{ "default", { 32, 8, 4, 2 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 8, 8, 1, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 8, 8, 1, 1 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 8, 8, 1, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 32, 8, 1, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 8, 1, 1 } },
{ "Iris", { 32, 16, 2, 4 } },
{ "Iris Pro", { 32, 8, 2, 1 } },
{ "default", { 32, 8, 1, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 8, 1, 1 } },
{ "default", { 32, 8, 1, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 16, 1, 1 } },
{ "GeForce GTX 1070", { 8, 32, 1, 1 } },
{ "GeForce GTX 1080", { 32, 8, 1, 1 } },
{ "GeForce GTX 480", { 16, 8, 2, 1 } },
{ "GeForce GTX 670", { 16, 8, 1, 2 } },
{ "GeForce GTX 680", { 16, 32, 1, 2 } },
{ "GeForce GTX 750", { 32, 8, 2, 1 } },
{ "GeForce GTX 750 Ti", { 16, 8, 1, 1 } },
{ "GeForce GTX 980", { 16, 16, 1, 1 } },
{ "GeForce GTX TITAN", { 16, 8, 2, 1 } },
{ "GeForce GTX TITAN Black", { 16, 8, 1, 2 } },
{ "GeForce GTX TITAN X", { 16, 8, 1, 1 } },
{ "TITAN X (Pascal)", { 32, 32, 1, 2 } },
{ "Tesla K20m", { 32, 8, 1, 2 } },
{ "Tesla K40m", { 16, 8, 1, 1 } },
{ "default", { 32, 8, 1, 2 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 32, 8, 4, 1 } },
{ "default", { 32, 8, 4, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 8, 1, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry PadDouble = {
"Pad", Precision::kDouble, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 8, 1, 1 } },
{ "Ellesmere", { 8, 32, 2, 1 } },
{ "Fiji", { 8, 16, 1, 2 } },
{ "Hawaii", { 32, 8, 1, 2 } },
{ "Oland", { 8, 32, 1, 1 } },
{ "Pitcairn", { 8, 8, 1, 2 } },
{ "Tahiti", { 32, 8, 1, 1 } },
{ "Tonga", { 32, 8, 4, 1 } },
{ "default", { 16, 16, 1, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 32, 8, 4, 2 } },
{ "default", { 32, 8, 4, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 8, 4, 2 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 8, 4, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 16, 2, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 32, 4, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 32, 4, 1 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 8, 2, 1 } },
{ "default", { 32, 16, 4, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 8, 1, 1 } },
{ "default", { 32, 8, 1, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 32, 8, 1, 1 } },
{ "GeForce GTX 1070", { 8, 8, 1, 1 } },
{ "GeForce GTX 1080", { 32, 32, 2, 1 } },
{ "GeForce GTX 480", { 16, 8, 1, 1 } },
{ "GeForce GTX 670", { 16, 16, 2, 1 } },
{ "GeForce GTX 680", { 32, 32, 1, 2 } },
{ "GeForce GTX 750", { 32, 16, 1, 1 } },
{ "GeForce GTX 750 Ti", { 8, 16, 1, 1 } },
{ "GeForce GTX 980", { 8, 16, 1, 1 } },
{ "GeForce GTX TITAN", { 32, 8, 1, 1 } },
{ "GeForce GTX TITAN Black", { 16, 8, 1, 1 } },
{ "GeForce GTX TITAN X", { 16, 8, 1, 1 } },
{ "TITAN X (Pascal)", { 8, 32, 4, 1 } },
{ "Tesla K20m", { 32, 8, 1, 1 } },
{ "Tesla K40m", { 16, 8, 1, 2 } },
{ "default", { 32, 8, 1, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 8, 1, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry PadComplexDouble = {
"Pad", Precision::kComplexDouble, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 16, 8, 1, 1 } },
{ "Ellesmere", { 8, 16, 1, 2 } },
{ "Fiji", { 32, 8, 2, 1 } },
{ "Hawaii", { 32, 8, 1, 1 } },
{ "Oland", { 8, 16, 2, 1 } },
{ "Pitcairn", { 16, 8, 1, 1 } },
{ "Tahiti", { 8, 16, 1, 1 } },
{ "Tonga", { 8, 16, 1, 1 } },
{ "default", { 8, 16, 1, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 16, 8, 4, 1 } },
{ "default", { 16, 8, 4, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 16, 16, 4, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 8, 2, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 8, 2, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 16, 32, 4, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 32, 2, 2 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 8, 2, 1 } },
{ "default", { 32, 8, 2, 2 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 8, 4, 1 } },
{ "default", { 32, 8, 4, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 8, 8, 1, 1 } },
{ "GeForce GTX 1070", { 8, 8, 2, 2 } },
{ "GeForce GTX 1080", { 8, 8, 1, 1 } },
{ "GeForce GTX 480", { 16, 8, 1, 1 } },
{ "GeForce GTX 670", { 32, 8, 1, 1 } },
{ "GeForce GTX 680", { 8, 8, 1, 1 } },
{ "GeForce GTX 750", { 8, 8, 1, 1 } },
{ "GeForce GTX 750 Ti", { 16, 32, 1, 1 } },
{ "GeForce GTX 980", { 16, 16, 1, 1 } },
{ "GeForce GTX TITAN", { 8, 32, 1, 2 } },
{ "GeForce GTX TITAN Black", { 16, 8, 1, 4 } },
{ "GeForce GTX TITAN X", { 16, 8, 1, 1 } },
{ "TITAN X (Pascal)", { 8, 16, 1, 1 } },
{ "Tesla K20m", { 8, 8, 1, 2 } },
{ "Tesla K40m", { 8, 8, 1, 1 } },
{ "default", { 16, 8, 1, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 8, 1, 1 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Pad' kernels.
//
// =================================================================================================
#include "database/kernels/pad/pad_16.hpp"
#include "database/kernels/pad/pad_32.hpp"
#include "database/kernels/pad/pad_3232.hpp"
#include "database/kernels/pad/pad_64.hpp"
#include "database/kernels/pad/pad_6464.hpp"

54
src/database/kernels/pad/pad_16.hpp 100644
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Pad16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadHalf = {
"Pad", Precision::kHalf, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 8, 32, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 16, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 8, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Pad32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadSingle = {
"Pad", Precision::kSingle, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 16, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 8, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 32, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 16, 32, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 16, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 16, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 32, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GT 650M "}, Params{ 32, 16, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 32, 16, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Pad3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadComplexSingle = {
"Pad", Precision::kComplexSingle, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 16, 16, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 8, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 8, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 32, 16, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

131
src/database/kernels/pad/pad_64.hpp 100644
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@ -0,0 +1,131 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Pad64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadDouble = {
"Pad", Precision::kDouble, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 8, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 8, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 8, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 16, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 32, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 16, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 32, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

131
src/database/kernels/pad/pad_6464.hpp 100644
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@ -0,0 +1,131 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Pad6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadComplexDouble = {
"Pad", Precision::kComplexDouble, {"PAD_DIMX", "PAD_DIMY", "PAD_WPTX", "PAD_WPTY"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 8, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 16, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 16, 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 16, 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 32, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 8, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 8, 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 8, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 8, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 32, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 16, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 8, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 8, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 8, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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src/database/kernels/padtranspose.hpp
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@ -1,361 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Padtranspose' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry PadtransposeHalf = {
"Padtranspose", Precision::kHalf, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 0, 16, 4 } },
{ "default", { 0, 16, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 0, 8, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 1, 8, 2 } },
{ "default", { 0, 8, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 0, 8, 8 } },
{ "default", { 0, 8, 8 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 0, 8, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry PadtransposeSingle = {
"Padtranspose", Precision::kSingle, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 0, 16, 4 } },
{ "ATI Radeon HD 6750M", { 1, 16, 1 } },
{ "Ellesmere", { 1, 8, 4 } },
{ "Fiji", { 0, 16, 2 } },
{ "Hawaii", { 1, 16, 4 } },
{ "Oland", { 0, 16, 4 } },
{ "Pitcairn", { 0, 16, 4 } },
{ "Tahiti", { 0, 16, 4 } },
{ "Tonga", { 0, 16, 2 } },
{ "Turks", { 1, 16, 1 } },
{ "default", { 0, 16, 4 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 0, 8, 2 } },
{ "default", { 0, 8, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 0, 16, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 0, 32, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 0, 32, 1 } },
{ "default", { 0, 8, 8 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 1, 16, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 0, 16, 4 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 1, 16, 2 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 0, 16, 4 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 1, 16, 2 } },
{ "Iris", { 1, 16, 2 } },
{ "Iris Pro", { 1, 16, 2 } },
{ "default", { 1, 16, 2 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 0, 16, 2 } },
{ "default", { 0, 16, 2 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 32, 2 } },
{ "GeForce GTX 1070", { 0, 16, 1 } },
{ "GeForce GTX 1080", { 1, 16, 2 } },
{ "GeForce GTX 480", { 1, 16, 2 } },
{ "GeForce GTX 670", { 1, 32, 2 } },
{ "GeForce GTX 680", { 1, 16, 2 } },
{ "GeForce GTX 750", { 1, 32, 2 } },
{ "GeForce GTX 750 Ti", { 1, 32, 2 } },
{ "GeForce GTX 980", { 0, 16, 1 } },
{ "GeForce GTX TITAN", { 1, 16, 2 } },
{ "GeForce GTX TITAN Black", { 1, 32, 2 } },
{ "GeForce GTX TITAN X", { 1, 32, 1 } },
{ "TITAN X (Pascal)", { 1, 16, 2 } },
{ "Tesla K20m", { 1, 16, 2 } },
{ "Tesla K40m", { 1, 32, 2 } },
{ "default", { 1, 32, 2 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 0, 8, 2 } },
{ "default", { 0, 8, 2 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 16, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry PadtransposeComplexSingle = {
"Padtranspose", Precision::kComplexSingle, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 0, 16, 4 } },
{ "ATI Radeon HD 6750M", { 1, 16, 1 } },
{ "Ellesmere", { 0, 8, 4 } },
{ "Fiji", { 1, 16, 2 } },
{ "Hawaii", { 0, 16, 2 } },
{ "Oland", { 0, 8, 4 } },
{ "Pitcairn", { 0, 8, 4 } },
{ "Tahiti", { 0, 16, 2 } },
{ "Tonga", { 0, 16, 2 } },
{ "Turks", { 0, 16, 4 } },
{ "default", { 0, 8, 4 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 1, 16, 2 } },
{ "default", { 1, 16, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1, 8, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 0, 8, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 0, 8, 4 } },
{ "default", { 0, 8, 8 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 1, 16, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 0, 16, 2 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 1, 16, 2 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 0, 16, 2 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 0, 16, 4 } },
{ "Iris", { 0, 16, 2 } },
{ "Iris Pro", { 1, 16, 2 } },
{ "default", { 1, 16, 2 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 1, 16, 1 } },
{ "default", { 1, 16, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 16, 1 } },
{ "GeForce GTX 1070", { 1, 16, 1 } },
{ "GeForce GTX 1080", { 0, 8, 1 } },
{ "GeForce GTX 480", { 1, 16, 1 } },
{ "GeForce GTX 670", { 1, 16, 1 } },
{ "GeForce GTX 680", { 1, 16, 1 } },
{ "GeForce GTX 750", { 1, 16, 2 } },
{ "GeForce GTX 750 Ti", { 1, 16, 1 } },
{ "GeForce GTX 980", { 0, 16, 1 } },
{ "GeForce GTX TITAN", { 1, 16, 1 } },
{ "GeForce GTX TITAN Black", { 0, 16, 1 } },
{ "GeForce GTX TITAN X", { 1, 32, 1 } },
{ "TITAN X (Pascal)", { 1, 8, 1 } },
{ "Tesla K20m", { 0, 16, 1 } },
{ "Tesla K40m", { 1, 16, 1 } },
{ "default", { 1, 16, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 0, 8, 4 } },
{ "default", { 0, 8, 4 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 8, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry PadtransposeDouble = {
"Padtranspose", Precision::kDouble, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 0, 16, 4 } },
{ "Ellesmere", { 0, 16, 4 } },
{ "Fiji", { 0, 16, 2 } },
{ "Hawaii", { 0, 16, 2 } },
{ "Oland", { 0, 16, 4 } },
{ "Pitcairn", { 0, 8, 4 } },
{ "Tahiti", { 1, 16, 2 } },
{ "Tonga", { 0, 8, 2 } },
{ "default", { 0, 16, 4 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 0, 16, 2 } },
{ "default", { 0, 16, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1, 8, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 0, 64, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 0, 8, 8 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 1, 32, 1 } },
{ "default", { 1, 8, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 0, 16, 1 } },
{ "default", { 0, 16, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 16, 1 } },
{ "GeForce GTX 1070", { 1, 16, 1 } },
{ "GeForce GTX 1080", { 0, 8, 1 } },
{ "GeForce GTX 480", { 1, 16, 1 } },
{ "GeForce GTX 670", { 1, 16, 1 } },
{ "GeForce GTX 680", { 1, 16, 1 } },
{ "GeForce GTX 750", { 1, 16, 2 } },
{ "GeForce GTX 750 Ti", { 1, 32, 2 } },
{ "GeForce GTX 980", { 1, 32, 1 } },
{ "GeForce GTX TITAN", { 0, 16, 1 } },
{ "GeForce GTX TITAN Black", { 0, 16, 1 } },
{ "GeForce GTX TITAN X", { 1, 32, 1 } },
{ "TITAN X (Pascal)", { 0, 8, 1 } },
{ "Tesla K20m", { 0, 16, 1 } },
{ "Tesla K40m", { 1, 16, 1 } },
{ "default", { 1, 16, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 16, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry PadtransposeComplexDouble = {
"Padtranspose", Precision::kComplexDouble, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 0, 8, 4 } },
{ "Ellesmere", { 0, 8, 4 } },
{ "Fiji", { 0, 8, 2 } },
{ "Hawaii", { 0, 8, 4 } },
{ "Oland", { 0, 8, 4 } },
{ "Pitcairn", { 0, 8, 4 } },
{ "Tahiti", { 0, 8, 2 } },
{ "Tonga", { 0, 8, 2 } },
{ "default", { 0, 8, 4 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 0, 8, 1 } },
{ "default", { 0, 8, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 0, 8, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1, 8, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 1, 16, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 1, 8, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 0, 8, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 1, 8, 4 } },
{ "default", { 0, 8, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 0, 16, 1 } },
{ "default", { 0, 16, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 16, 1 } },
{ "GeForce GTX 1070", { 1, 16, 1 } },
{ "GeForce GTX 1080", { 1, 8, 1 } },
{ "GeForce GTX 480", { 1, 16, 1 } },
{ "GeForce GTX 670", { 1, 16, 1 } },
{ "GeForce GTX 680", { 1, 32, 1 } },
{ "GeForce GTX 750", { 1, 16, 1 } },
{ "GeForce GTX 750 Ti", { 1, 8, 2 } },
{ "GeForce GTX 980", { 0, 16, 1 } },
{ "GeForce GTX TITAN", { 1, 16, 1 } },
{ "GeForce GTX TITAN Black", { 0, 16, 1 } },
{ "GeForce GTX TITAN X", { 1, 32, 1 } },
{ "TITAN X (Pascal)", { 1, 8, 1 } },
{ "Tesla K20m", { 1, 16, 1 } },
{ "Tesla K40m", { 1, 16, 1 } },
{ "default", { 1, 16, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 0, 8, 2 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

14
src/database/kernels/padtranspose/padtranspose.hpp 100644
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@ -0,0 +1,14 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Padtranspose' kernels.
//
// =================================================================================================
#include "database/kernels/padtranspose/padtranspose_16.hpp"
#include "database/kernels/padtranspose/padtranspose_32.hpp"
#include "database/kernels/padtranspose/padtranspose_3232.hpp"
#include "database/kernels/padtranspose/padtranspose_64.hpp"
#include "database/kernels/padtranspose/padtranspose_6464.hpp"

54
src/database/kernels/padtranspose/padtranspose_16.hpp 100644
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@ -0,0 +1,54 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Padtranspose16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadtransposeHalf = {
"Padtranspose", Precision::kHalf, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 1, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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@ -0,0 +1,161 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Padtranspose32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadtransposeSingle = {
"Padtranspose", Precision::kSingle, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 1, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 1, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 0, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 0, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

161
src/database/kernels/padtranspose/padtranspose_3232.hpp 100644
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@ -0,0 +1,161 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Padtranspose3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadtransposeComplexSingle = {
"Padtranspose", Precision::kComplexSingle, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 1, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

131
src/database/kernels/padtranspose/padtranspose_64.hpp 100644
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@ -0,0 +1,131 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Padtranspose64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadtransposeDouble = {
"Padtranspose", Precision::kDouble, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 0, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 0, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 0, 8, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

131
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@ -0,0 +1,131 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Padtranspose6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry PadtransposeComplexDouble = {
"Padtranspose", Precision::kComplexDouble, {"PADTRA_PAD", "PADTRA_TILE", "PADTRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 1, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 1, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 1, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 0, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 1, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 1, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 0, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

350
src/database/kernels/transpose.hpp
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@ -1,350 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Transpose' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry TransposeHalf = {
"Transpose", Precision::kHalf, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 4, 0, 1, 8 } },
{ "default", { 4, 0, 1, 8 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 8, 1, 1, 8 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 16, 0, 0, 4 } },
{ "default", { 8, 1, 0, 8 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 8, 0, 0, 4 } },
{ "default", { 8, 0, 0, 4 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 8, 0, 1, 8 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry TransposeSingle = {
"Transpose", Precision::kSingle, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 4, 0, 1, 8 } },
{ "ATI Radeon HD 6750M", { 8, 0, 1, 2 } },
{ "Ellesmere", { 16, 0, 1, 4 } },
{ "Fiji", { 16, 0, 1, 2 } },
{ "Hawaii", { 4, 0, 1, 8 } },
{ "Oland", { 8, 0, 1, 4 } },
{ "Pitcairn", { 16, 0, 1, 1 } },
{ "Tahiti", { 4, 0, 1, 4 } },
{ "Tonga", { 8, 1, 1, 2 } },
{ "Turks", { 8, 0, 1, 2 } },
{ "default", { 8, 0, 1, 2 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 8, 0, 1, 4 } },
{ "default", { 8, 0, 1, 4 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 1, 0, 16 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 4, 0, 0, 8 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 4, 0, 1, 8 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 4, 0, 0, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 1, 0, 16 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 4, 0, 0, 8 } },
{ "default", { 4, 0, 0, 8 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 16, 0, 1, 4 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 16, 0, 0, 4 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 16, 0, 0, 4 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 8, 0, 1, 4 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 16, 0, 1, 2 } },
{ "Iris", { 8, 1, 0, 4 } },
{ "Iris Pro", { 16, 1, 0, 4 } },
{ "default", { 16, 0, 0, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 16, 1, 1, 1 } },
{ "default", { 16, 1, 1, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 32, 1, 1, 2 } },
{ "GeForce GT 650M", { 8, 1, 0, 4 } },
{ "GeForce GTX 1070", { 8, 0, 1, 4 } },
{ "GeForce GTX 1080", { 4, 0, 0, 4 } },
{ "GeForce GTX 480", { 16, 1, 0, 2 } },
{ "GeForce GTX 670", { 16, 1, 1, 2 } },
{ "GeForce GTX 680", { 16, 1, 1, 2 } },
{ "GeForce GTX 750", { 4, 0, 0, 8 } },
{ "GeForce GTX 750 Ti", { 32, 1, 0, 2 } },
{ "GeForce GTX 980", { 16, 0, 0, 1 } },
{ "GeForce GTX TITAN", { 8, 1, 0, 4 } },
{ "GeForce GTX TITAN Black", { 8, 1, 0, 4 } },
{ "GeForce GTX TITAN X", { 16, 0, 0, 4 } },
{ "TITAN X (Pascal)", { 8, 0, 0, 4 } },
{ "Tesla K20m", { 8, 0, 0, 4 } },
{ "Tesla K40m", { 8, 1, 0, 4 } },
{ "default", { 8, 1, 0, 4 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 8, 1, 1, 4 } },
{ "default", { 8, 1, 1, 4 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 8, 0, 1, 4 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry TransposeComplexSingle = {
"Transpose", Precision::kComplexSingle, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 4, 1, 1, 4 } },
{ "ATI Radeon HD 6750M", { 16, 1, 1, 1 } },
{ "Ellesmere", { 4, 0, 1, 4 } },
{ "Fiji", { 8, 1, 1, 2 } },
{ "Hawaii", { 16, 0, 1, 1 } },
{ "Oland", { 4, 0, 1, 2 } },
{ "Pitcairn", { 8, 0, 1, 1 } },
{ "Tahiti", { 16, 0, 1, 1 } },
{ "Tonga", { 16, 0, 1, 1 } },
{ "Turks", { 8, 1, 1, 4 } },
{ "default", { 8, 0, 1, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 16, 0, 0, 2 } },
{ "default", { 16, 0, 0, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 0, 1, 8 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 8, 0, 0, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 4, 0, 0, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 4, 1, 0, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 1, 0, 8 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 16, 0, 0, 4 } },
{ "default", { 4, 1, 0, 8 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 16, 1, 1, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 8, 0, 0, 2 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 8, 0, 0, 2 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 16, 1, 1, 2 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 16, 1, 0, 2 } },
{ "Iris", { 8, 0, 0, 2 } },
{ "Iris Pro", { 16, 1, 0, 2 } },
{ "default", { 16, 1, 0, 2 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 1, 1, 1 } },
{ "GeForce GTX 1070", { 16, 1, 1, 1 } },
{ "GeForce GTX 1080", { 16, 1, 0, 1 } },
{ "GeForce GTX 480", { 16, 1, 0, 1 } },
{ "GeForce GTX 670", { 16, 1, 1, 1 } },
{ "GeForce GTX 680", { 16, 1, 1, 1 } },
{ "GeForce GTX 750", { 16, 1, 0, 1 } },
{ "GeForce GTX 750 Ti", { 16, 1, 0, 1 } },
{ "GeForce GTX 980", { 16, 1, 0, 1 } },
{ "GeForce GTX TITAN", { 16, 0, 0, 1 } },
{ "GeForce GTX TITAN Black", { 16, 1, 0, 1 } },
{ "GeForce GTX TITAN X", { 32, 1, 0, 1 } },
{ "TITAN X (Pascal)", { 8, 1, 0, 2 } },
{ "Tesla K20m", { 16, 0, 0, 1 } },
{ "Tesla K40m", { 16, 1, 0, 1 } },
{ "default", { 16, 1, 0, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 16, 1, 0, 1 } },
{ "default", { 16, 1, 0, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 8, 1, 1, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry TransposeDouble = {
"Transpose", Precision::kDouble, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 4, 0, 1, 4 } },
{ "Ellesmere", { 4, 0, 1, 4 } },
{ "Fiji", { 8, 1, 1, 2 } },
{ "Hawaii", { 16, 0, 1, 1 } },
{ "Oland", { 8, 1, 1, 2 } },
{ "Pitcairn", { 4, 0, 1, 2 } },
{ "Tahiti", { 4, 1, 1, 4 } },
{ "Tonga", { 4, 0, 1, 4 } },
{ "default", { 4, 0, 1, 4 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 8, 0, 0, 1 } },
{ "default", { 8, 0, 0, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 1, 0, 8 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 4, 0, 0, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 4, 1, 0, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 4, 1, 0, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 0, 0, 16 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 4, 0, 0, 8 } },
{ "default", { 4, 1, 0, 8 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 1, 0, 1 } },
{ "default", { 32, 1, 0, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 1, 1, 2 } },
{ "GeForce GTX 1070", { 8, 0, 1, 2 } },
{ "GeForce GTX 1080", { 8, 0, 0, 2 } },
{ "GeForce GTX 480", { 8, 1, 0, 2 } },
{ "GeForce GTX 670", { 16, 1, 1, 2 } },
{ "GeForce GTX 680", { 16, 1, 1, 2 } },
{ "GeForce GTX 750", { 16, 1, 0, 1 } },
{ "GeForce GTX 750 Ti", { 32, 1, 0, 2 } },
{ "GeForce GTX 980", { 16, 0, 0, 2 } },
{ "GeForce GTX TITAN", { 8, 0, 0, 2 } },
{ "GeForce GTX TITAN Black", { 16, 1, 0, 2 } },
{ "GeForce GTX TITAN X", { 32, 1, 0, 1 } },
{ "TITAN X (Pascal)", { 16, 1, 0, 2 } },
{ "Tesla K20m", { 16, 1, 0, 2 } },
{ "Tesla K40m", { 16, 1, 1, 2 } },
{ "default", { 16, 1, 1, 2 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16, 1, 1, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry TransposeComplexDouble = {
"Transpose", Precision::kComplexDouble, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 4, 1, 1, 2 } },
{ "Ellesmere", { 16, 0, 1, 1 } },
{ "Fiji", { 16, 0, 1, 1 } },
{ "Hawaii", { 4, 0, 1, 2 } },
{ "Oland", { 16, 0, 1, 1 } },
{ "Pitcairn", { 4, 0, 1, 1 } },
{ "Tahiti", { 16, 0, 1, 1 } },
{ "Tonga", { 8, 1, 1, 2 } },
{ "default", { 16, 0, 1, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 8, 0, 0, 1 } },
{ "default", { 8, 0, 0, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 0, 1, 8 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 4, 0, 0, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 4, 0, 0, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 4, 1, 0, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 0, 1, 8 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 16, 1, 0, 2 } },
{ "default", { 4, 0, 0, 8 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 1, 1, 1 } },
{ "GeForce GTX 1070", { 8, 0, 0, 1 } },
{ "GeForce GTX 1080", { 8, 0, 0, 1 } },
{ "GeForce GTX 480", { 8, 1, 0, 1 } },
{ "GeForce GTX 670", { 16, 1, 1, 1 } },
{ "GeForce GTX 680", { 16, 1, 1, 1 } },
{ "GeForce GTX 750", { 16, 1, 0, 1 } },
{ "GeForce GTX 750 Ti", { 16, 1, 0, 1 } },
{ "GeForce GTX 980", { 32, 1, 0, 1 } },
{ "GeForce GTX TITAN", { 16, 1, 0, 1 } },
{ "GeForce GTX TITAN Black", { 16, 0, 0, 1 } },
{ "GeForce GTX TITAN X", { 32, 1, 0, 1 } },
{ "TITAN X (Pascal)", { 8, 0, 0, 1 } },
{ "Tesla K20m", { 16, 1, 0, 1 } },
{ "Tesla K40m", { 16, 1, 0, 1 } },
{ "default", { 16, 1, 0, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 16, 1, 1, 1 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Transpose' kernels.
//
// =================================================================================================
#include "database/kernels/transpose/transpose_16.hpp"
#include "database/kernels/transpose/transpose_32.hpp"
#include "database/kernels/transpose/transpose_3232.hpp"
#include "database/kernels/transpose/transpose_64.hpp"
#include "database/kernels/transpose/transpose_6464.hpp"

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Transpose16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry TransposeHalf = {
"Transpose", Precision::kHalf, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 8, 1, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 16, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 8, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 8, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Transpose32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry TransposeSingle = {
"Transpose", Precision::kSingle, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 16, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 8, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 8, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 8, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 8, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 1, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 4, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 4, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 1, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 4, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 16, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 16, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 16, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 8, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 16, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 8, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 16, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 32, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GT 650M "}, Params{ 8, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 8, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 8, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 8, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 8, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 4, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 16, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 4, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 8, 1, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 8, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Transpose3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry TransposeComplexSingle = {
"Transpose", Precision::kComplexSingle, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 4, 1, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 4, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 8, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 8, 1, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 16, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 8, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 4, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 4, 1, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 1, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 16, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 1, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 8, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 8, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 8, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 16, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Transpose64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry TransposeDouble = {
"Transpose", Precision::kDouble, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 4, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 4, 1, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 1, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 4, 0, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 1, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 4, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 4, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 4, 1, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 4, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 1, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 8, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 8, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 16, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 8, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 16, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Transpose6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry TransposeComplexDouble = {
"Transpose", Precision::kComplexDouble, {"TRA_DIM", "TRA_PAD", "TRA_SHUFFLE", "TRA_WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 4, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 4, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 4, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 4, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 4, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 4, 1, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 0, 1, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 16, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 8, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 16, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

362
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@ -1,362 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Xaxpy' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XaxpyHalf = {
"Xaxpy", Precision::kHalf, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 4, 128, 4 } },
{ "default", { 4, 128, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 1, 64, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 8, 64, 1 } },
{ "default", { 8, 64, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 8, 64, 1 } },
{ "default", { 8, 64, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 8, 64, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XaxpySingle = {
"Xaxpy", Precision::kSingle, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 1, 128, 1 } },
{ "ATI Radeon HD 6750M", { 1, 256, 2 } },
{ "Ellesmere", { 1, 64, 4 } },
{ "Fiji", { 4, 64, 1 } },
{ "Hawaii", { 2, 64, 2 } },
{ "Oland", { 1, 128, 1 } },
{ "Pitcairn", { 2, 128, 1 } },
{ "Tahiti", { 2, 64, 1 } },
{ "Tonga", { 1, 256, 8 } },
{ "Turks", { 2, 256, 1 } },
{ "default", { 2, 256, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 4, 256, 1 } },
{ "default", { 4, 256, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 8, 512, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1, 512, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 1, 128, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 4, 256, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 2, 1024, 1 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 1, 128, 1 } },
{ "default", { 8, 512, 1 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 1, 128, 1 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 1, 256, 1 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 1, 64, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 1, 64, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 8, 512, 1 } },
{ "Iris", { 1, 64, 1 } },
{ "Iris Pro", { 1, 128, 2 } },
{ "default", { 4, 256, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 2, 1024, 2 } },
{ "default", { 2, 1024, 2 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 2, 64, 1 } },
{ "GeForce GT 650M", { 2, 1024, 1 } },
{ "GeForce GTX 1070", { 1, 64, 4 } },
{ "GeForce GTX 1080", { 1, 256, 1 } },
{ "GeForce GTX 480", { 2, 128, 1 } },
{ "GeForce GTX 670", { 2, 64, 1 } },
{ "GeForce GTX 680", { 1, 128, 1 } },
{ "GeForce GTX 750", { 1, 64, 1 } },
{ "GeForce GTX 750 Ti", { 2, 64, 1 } },
{ "GeForce GTX 980", { 1, 1024, 1 } },
{ "GeForce GTX TITAN", { 4, 256, 1 } },
{ "GeForce GTX TITAN Black", { 4, 128, 4 } },
{ "GeForce GTX TITAN X", { 1, 64, 1 } },
{ "TITAN X (Pascal)", { 4, 128, 1 } },
{ "Tesla K20m", { 4, 128, 1 } },
{ "Tesla K40m", { 4, 128, 1 } },
{ "default", { 4, 1024, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 4, 128, 2 } },
{ "default", { 4, 128, 2 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 4, 64, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XaxpyComplexSingle = {
"Xaxpy", Precision::kComplexSingle, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 2, 64, 8 } },
{ "ATI Radeon HD 6750M", { 1, 64, 1 } },
{ "Ellesmere", { 2, 256, 1 } },
{ "Fiji", { 1, 128, 2 } },
{ "Hawaii", { 1, 128, 2 } },
{ "Oland", { 1, 128, 1 } },
{ "Pitcairn", { 1, 64, 1 } },
{ "Tahiti", { 1, 64, 1 } },
{ "Tonga", { 1, 256, 8 } },
{ "Turks", { 2, 256, 1 } },
{ "default", { 1, 128, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 1, 256, 1 } },
{ "default", { 1, 256, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 1024, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 4, 256, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 4, 1024, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 1, 1024, 2 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 1024, 1 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 2, 1024, 1 } },
{ "default", { 8, 1024, 1 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 4, 64, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 1, 64, 1 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 1, 64, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 1, 64, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 4, 64, 1 } },
{ "Iris", { 2, 128, 1 } },
{ "Iris Pro", { 1, 256, 8 } },
{ "default", { 4, 64, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 1, 1024, 1 } },
{ "default", { 1, 1024, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 512, 1 } },
{ "GeForce GTX 1070", { 1, 64, 2 } },
{ "GeForce GTX 1080", { 2, 64, 1 } },
{ "GeForce GTX 480", { 1, 256, 1 } },
{ "GeForce GTX 670", { 1, 256, 1 } },
{ "GeForce GTX 680", { 1, 256, 1 } },
{ "GeForce GTX 750", { 1, 512, 1 } },
{ "GeForce GTX 750 Ti", { 1, 512, 1 } },
{ "GeForce GTX 980", { 1, 64, 1 } },
{ "GeForce GTX TITAN", { 1, 256, 1 } },
{ "GeForce GTX TITAN Black", { 1, 128, 2 } },
{ "GeForce GTX TITAN X", { 1, 512, 1 } },
{ "TITAN X (Pascal)", { 2, 512, 1 } },
{ "Tesla K20m", { 1, 128, 1 } },
{ "Tesla K40m", { 1, 128, 1 } },
{ "default", { 1, 256, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 1, 64, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 128, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XaxpyDouble = {
"Xaxpy", Precision::kDouble, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 1, 256, 1 } },
{ "Ellesmere", { 2, 64, 4 } },
{ "Fiji", { 2, 64, 4 } },
{ "Hawaii", { 1, 64, 2 } },
{ "Oland", { 1, 64, 1 } },
{ "Pitcairn", { 1, 128, 1 } },
{ "Tahiti", { 1, 64, 1 } },
{ "Tonga", { 1, 128, 4 } },
{ "default", { 2, 64, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 2, 128, 2 } },
{ "default", { 2, 128, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 64, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1, 1024, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 2, 1024, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 8, 64, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 8, 256, 1 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 8, 2048, 1 } },
{ "default", { 8, 64, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 2, 512, 1 } },
{ "default", { 2, 512, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 64, 1 } },
{ "GeForce GTX 1070", { 1, 64, 8 } },
{ "GeForce GTX 1080", { 1, 128, 1 } },
{ "GeForce GTX 480", { 1, 128, 1 } },
{ "GeForce GTX 670", { 1, 64, 1 } },
{ "GeForce GTX 680", { 1, 64, 1 } },
{ "GeForce GTX 750", { 1, 128, 1 } },
{ "GeForce GTX 750 Ti", { 1, 256, 2 } },
{ "GeForce GTX 980", { 1, 256, 1 } },
{ "GeForce GTX TITAN", { 2, 1024, 1 } },
{ "GeForce GTX TITAN Black", { 2, 128, 1 } },
{ "GeForce GTX TITAN X", { 1, 512, 1 } },
{ "TITAN X (Pascal)", { 2, 512, 1 } },
{ "Tesla K20m", { 2, 128, 1 } },
{ "Tesla K40m", { 2, 128, 1 } },
{ "default", { 1, 128, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 2, 256, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XaxpyComplexDouble = {
"Xaxpy", Precision::kComplexDouble, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 1, 128, 1 } },
{ "Ellesmere", { 1, 128, 1 } },
{ "Fiji", { 1, 64, 1 } },
{ "Hawaii", { 2, 64, 1 } },
{ "Oland", { 1, 256, 1 } },
{ "Pitcairn", { 1, 128, 1 } },
{ "Tahiti", { 1, 128, 1 } },
{ "Tonga", { 1, 64, 1 } },
{ "default", { 1, 128, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 1, 64, 8 } },
{ "default", { 1, 64, 8 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 1024, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 8, 128, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 8, 128, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 8, 512, 1 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 8, 1024, 1 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 1, 256, 1 } },
{ "default", { 8, 256, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 1, 1024, 1 } },
{ "default", { 1, 1024, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 64, 1 } },
{ "GeForce GTX 1070", { 1, 64, 2 } },
{ "GeForce GTX 1080", { 1, 256, 1 } },
{ "GeForce GTX 480", { 1, 128, 1 } },
{ "GeForce GTX 670", { 1, 256, 1 } },
{ "GeForce GTX 680", { 1, 64, 1 } },
{ "GeForce GTX 750", { 1, 1024, 1 } },
{ "GeForce GTX 750 Ti", { 1, 64, 2 } },
{ "GeForce GTX 980", { 1, 1024, 1 } },
{ "GeForce GTX TITAN", { 1, 64, 4 } },
{ "GeForce GTX TITAN Black", { 1, 128, 4 } },
{ "GeForce GTX TITAN X", { 1, 1024, 1 } },
{ "TITAN X (Pascal)", { 1, 256, 2 } },
{ "Tesla K20m", { 1, 64, 1 } },
{ "Tesla K40m", { 1, 64, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 256, 1 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xaxpy' kernels.
//
// =================================================================================================
#include "database/kernels/xaxpy/xaxpy_16.hpp"
#include "database/kernels/xaxpy/xaxpy_32.hpp"
#include "database/kernels/xaxpy/xaxpy_3232.hpp"
#include "database/kernels/xaxpy/xaxpy_64.hpp"
#include "database/kernels/xaxpy/xaxpy_6464.hpp"

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xaxpy16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XaxpyHalf = {
"Xaxpy", Precision::kHalf, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 8, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 8, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 8, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xaxpy32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XaxpySingle = {
"Xaxpy", Precision::kSingle, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 4, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 2, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 1, 256, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 1, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 4, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 8, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 1, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 4, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 2, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 8, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 1, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 2, 1024, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 1024, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GT 650M "}, Params{ 2, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 4, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 4, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 4, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 4, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 512, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 4, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 4, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 4, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xaxpy3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XaxpyComplexSingle = {
"Xaxpy", Precision::kComplexSingle, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 1, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 2, 64, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 64, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 1, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 1, 256, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 4, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 4, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 1, 1024, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 2, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 4, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 4, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 1, 256, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 1, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 2, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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@ -0,0 +1,131 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xaxpy64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XaxpyDouble = {
"Xaxpy", Precision::kDouble, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 2, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 2, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 1, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 1, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 2, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 2, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 8, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 8, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 8, 2048, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 2, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 2, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 1, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 64, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 2, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 2, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

131
src/database/kernels/xaxpy/xaxpy_6464.hpp 100644
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@ -0,0 +1,131 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xaxpy6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XaxpyComplexDouble = {
"Xaxpy", Precision::kComplexDouble, {"VW", "WGS", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 1, 64, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 8, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 8, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 8, 512, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 8, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 1, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 1, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 1024, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 1, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

292
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@ -1,292 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Xdot' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XdotHalf = {
"Xdot", Precision::kHalf, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 256, 64 } },
{ "default", { 256, 64 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 256, 32 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 128, 32 } },
{ "default", { 128, 32 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 64, 64 } },
{ "default", { 64, 64 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 128, 64 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XdotSingle = {
"Xdot", Precision::kSingle, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 128, 32 } },
{ "ATI Radeon HD 6750M", { 256, 32 } },
{ "Ellesmere", { 128, 32 } },
{ "Fiji", { 256, 32 } },
{ "Oland", { 256, 32 } },
{ "Pitcairn", { 128, 32 } },
{ "Tahiti", { 128, 32 } },
{ "Tonga", { 64, 32 } },
{ "Turks", { 128, 64 } },
{ "default", { 256, 32 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 32 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1024, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 64, 128 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 64, 32 } },
{ "default", { 64, 64 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 64, 32 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 256, 32 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 64, 32 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 512, 128 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 32 } },
{ "Iris Pro", { 512, 64 } },
{ "default", { 64, 32 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 128, 32 } },
{ "GeForce GT 650M", { 128, 64 } },
{ "GeForce GTX 1070", { 128, 1024 } },
{ "GeForce GTX 1080", { 512, 64 } },
{ "GeForce GTX 480", { 512, 32 } },
{ "GeForce GTX 670", { 512, 1024 } },
{ "GeForce GTX 680", { 128, 128 } },
{ "GeForce GTX 750", { 128, 32 } },
{ "GeForce GTX 750 Ti", { 64, 32 } },
{ "GeForce GTX 980", { 256, 32 } },
{ "GeForce GTX TITAN Black", { 512, 64 } },
{ "GeForce GTX TITAN X", { 256, 32 } },
{ "TITAN X (Pascal)", { 1024, 32 } },
{ "Tesla K20m", { 1024, 32 } },
{ "default", { 256, 64 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 128, 64 } },
{ "default", { 128, 64 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 128, 32 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XdotComplexSingle = {
"Xdot", Precision::kComplexSingle, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 64, 32 } },
{ "ATI Radeon HD 6750M", { 256, 256 } },
{ "Ellesmere", { 256, 32 } },
{ "Fiji", { 256, 64 } },
{ "Oland", { 128, 32 } },
{ "Pitcairn", { 256, 32 } },
{ "Tahiti", { 64, 32 } },
{ "Tonga", { 256, 64 } },
{ "Turks", { 128, 32 } },
{ "default", { 256, 32 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 128, 64 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1024, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 64, 32 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 256, 32 } },
{ "default", { 256, 32 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 256, 32 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 256, 32 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 32, 32 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 512, 32 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 256 } },
{ "Iris Pro", { 32, 32 } },
{ "default", { 32, 32 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 64, 32 } },
{ "GeForce GTX 1070", { 128, 32 } },
{ "GeForce GTX 1080", { 128, 64 } },
{ "GeForce GTX 480", { 512, 32 } },
{ "GeForce GTX 670", { 256, 32 } },
{ "GeForce GTX 680", { 128, 64 } },
{ "GeForce GTX 750", { 64, 32 } },
{ "GeForce GTX 750 Ti", { 64, 32 } },
{ "GeForce GTX 980", { 256, 64 } },
{ "GeForce GTX TITAN Black", { 128, 64 } },
{ "GeForce GTX TITAN X", { 256, 32 } },
{ "TITAN X (Pascal)", { 256, 32 } },
{ "Tesla K20m", { 512, 32 } },
{ "default", { 512, 64 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 64, 256 } },
{ "default", { 64, 256 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 256, 32 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XdotDouble = {
"Xdot", Precision::kDouble, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 64, 128 } },
{ "Ellesmere", { 128, 64 } },
{ "Fiji", { 256, 32 } },
{ "Oland", { 256, 32 } },
{ "Pitcairn", { 128, 32 } },
{ "Tahiti", { 256, 32 } },
{ "Tonga", { 128, 64 } },
{ "default", { 128, 64 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 64, 128 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 512, 64 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 64, 64 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 256, 32 } },
{ "default", { 256, 64 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 128, 32 } },
{ "GeForce GTX 1070", { 128, 512 } },
{ "GeForce GTX 1080", { 128, 128 } },
{ "GeForce GTX 480", { 512, 32 } },
{ "GeForce GTX 670", { 256, 32 } },
{ "GeForce GTX 680", { 128, 64 } },
{ "GeForce GTX 750", { 64, 256 } },
{ "GeForce GTX 750 Ti", { 128, 64 } },
{ "GeForce GTX 980", { 128, 32 } },
{ "GeForce GTX TITAN Black", { 128, 64 } },
{ "GeForce GTX TITAN X", { 256, 32 } },
{ "TITAN X (Pascal)", { 128, 32 } },
{ "Tesla K20m", { 512, 32 } },
{ "default", { 128, 128 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 128, 64 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XdotComplexDouble = {
"Xdot", Precision::kComplexDouble, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 64, 32 } },
{ "Ellesmere", { 256, 32 } },
{ "Fiji", { 256, 32 } },
{ "Oland", { 256, 32 } },
{ "Pitcairn", { 256, 32 } },
{ "Tahiti", { 256, 32 } },
{ "Tonga", { 128, 64 } },
{ "default", { 256, 32 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 128 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1024, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 1024, 32 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 32 } },
{ "default", { 128, 32 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 64, 32 } },
{ "GeForce GTX 1070", { 128, 64 } },
{ "GeForce GTX 1080", { 128, 32 } },
{ "GeForce GTX 480", { 512, 32 } },
{ "GeForce GTX 670", { 512, 128 } },
{ "GeForce GTX 680", { 256, 64 } },
{ "GeForce GTX 750", { 256, 32 } },
{ "GeForce GTX 750 Ti", { 64, 32 } },
{ "GeForce GTX 980", { 64, 32 } },
{ "GeForce GTX TITAN Black", { 128, 32 } },
{ "GeForce GTX TITAN X", { 128, 32 } },
{ "TITAN X (Pascal)", { 128, 64 } },
{ "Tesla K20m", { 128, 32 } },
{ "default", { 128, 64 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 256, 32 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

14
src/database/kernels/xdot/xdot.hpp 100644
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@ -0,0 +1,14 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xdot' kernels.
//
// =================================================================================================
#include "database/kernels/xdot/xdot_16.hpp"
#include "database/kernels/xdot/xdot_32.hpp"
#include "database/kernels/xdot/xdot_3232.hpp"
#include "database/kernels/xdot/xdot_64.hpp"
#include "database/kernels/xdot/xdot_6464.hpp"

54
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@ -0,0 +1,54 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xdot16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XdotHalf = {
"Xdot", Precision::kHalf, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 64, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xdot32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XdotSingle = {
"Xdot", Precision::kSingle, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1024, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 64, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 512, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 512, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GT 650M "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 512, 1024, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 128, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1024, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 512, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 1024, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1024, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 128, 1024, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 512, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 1024, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1024, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xdot3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XdotComplexSingle = {
"Xdot", Precision::kComplexSingle, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 256, 256, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 256, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1024, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 256, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 512, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 64, 256, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 256, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

107
src/database/kernels/xdot/xdot_64.hpp 100644
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@ -0,0 +1,107 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xdot64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XdotDouble = {
"Xdot", Precision::kDouble, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 64, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 64, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 512, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 64, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 64, 256, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 256, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 128, 512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 128, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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src/database/kernels/xdot/xdot_6464.hpp 100644
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@ -0,0 +1,107 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xdot6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XdotComplexDouble = {
"Xdot", Precision::kComplexDouble, {"WGS1", "WGS2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1024, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 1024, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 512, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 512, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 256, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 128, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 256, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 64, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 256, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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src/database/kernels/xgemm.hpp
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@ -1,348 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Xgemm' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XgemmHalf = {
"Xgemm", Precision::kHalf, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ "default", { 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ "default", { 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemmSingle = {
"Xgemm", Precision::kSingle, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 2, 16, 16, 64, 8, 16, 128, 0, 0, 0, 0, 2, 8 } },
{ "ATI Radeon HD 6750M", { 32, 2, 8, 16, 128, 8, 8, 128, 0, 0, 1, 1, 8, 8 } },
{ "Ellesmere", { 32, 2, 8, 8, 16, 16, 16, 64, 1, 1, 0, 0, 1, 2 } },
{ "Fiji", { 32, 2, 16, 16, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ "Hawaii", { 16, 2, 16, 32, 128, 32, 8, 64, 1, 1, 1, 1, 4, 2 } },
{ "Oland", { 16, 2, 32, 16, 64, 32, 16, 128, 1, 1, 1, 0, 2, 4 } },
{ "Pitcairn", { 16, 2, 16, 8, 32, 16, 16, 128, 0, 0, 1, 0, 1, 1 } },
{ "Tahiti", { 32, 2, 16, 32, 128, 16, 8, 64, 0, 0, 0, 0, 4, 1 } },
{ "Tonga", { 16, 2, 16, 32, 64, 16, 8, 128, 1, 1, 0, 0, 2, 8 } },
{ "Turks", { 32, 2, 8, 8, 64, 8, 8, 64, 0, 0, 0, 0, 4, 4 } },
{ "default", { 32, 2, 8, 8, 32, 8, 8, 64, 0, 0, 0, 0, 4, 4 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 16, 2, 8, 8, 64, 8, 16, 16, 0, 0, 1, 1, 8, 1 } },
{ "default", { 16, 2, 8, 8, 64, 8, 16, 16, 0, 0, 1, 1, 8, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 16, 2, 8, 8, 128, 16, 8, 128, 0, 1, 1, 1, 1, 8 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 8, 32, 32, 64, 32, 16, 64, 1, 1, 1, 0, 2, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 2, 16, 8, 128, 16, 8, 64, 0, 0, 1, 0, 1, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 2, 32, 8, 128, 8, 8, 128, 1, 1, 1, 1, 2, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 16, 2, 8, 8, 128, 8, 8, 128, 1, 1, 1, 0, 1, 8 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 8, 16, 16, 64, 32, 32, 64, 0, 1, 1, 0, 1, 2 } },
{ "default", { 32, 2, 8, 8, 32, 8, 8, 64, 1, 1, 0, 0, 4, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 32, 2, 8, 8, 128, 32, 16, 64, 0, 0, 1, 0, 4, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 32, 8, 8, 8, 64, 32, 16, 64, 1, 1, 1, 1, 4, 2 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 16, 2, 16, 8, 32, 8, 16, 128, 1, 1, 1, 1, 2, 4 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 32, 2, 16, 16, 64, 16, 8, 64, 1, 1, 1, 0, 2, 4 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 4 } },
{ "Iris", { 16, 8, 16, 8, 128, 32, 16, 64, 1, 1, 1, 1, 4, 1 } },
{ "Iris Pro", { 16, 2, 16, 8, 64, 32, 32, 128, 1, 1, 1, 0, 4, 4 } },
{ "default", { 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 2, 32, 32, 32, 32, 8, 128, 0, 0, 1, 0, 1, 4 } },
{ "default", { 32, 2, 32, 32, 32, 32, 8, 128, 0, 0, 1, 0, 1, 4 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 2, 16, 8, 32, 8, 16, 64, 1, 1, 1, 1, 2, 4 } },
{ "GeForce GT 650M", { 32, 2, 8, 8, 32, 32, 32, 64, 1, 1, 0, 0, 4, 2 } },
{ "GeForce GTX 1070", { 16, 2, 32, 16, 128, 32, 8, 128, 1, 1, 1, 0, 4, 1 } },
{ "GeForce GTX 1080", { 32, 2, 16, 8, 64, 8, 8, 64, 1, 1, 1, 1, 4, 8 } },
{ "GeForce GTX 480", { 16, 2, 16, 8, 64, 32, 16, 64, 1, 1, 1, 1, 2, 2 } },
{ "GeForce GTX 670", { 16, 2, 8, 8, 64, 16, 16, 64, 1, 1, 1, 0, 2, 4 } },
{ "GeForce GTX 680", { 32, 8, 8, 16, 64, 32, 16, 128, 1, 1, 0, 0, 4, 2 } },
{ "GeForce GTX 750", { 16, 2, 16, 16, 64, 32, 8, 128, 1, 1, 1, 1, 1, 2 } },
{ "GeForce GTX 750 Ti", { 16, 2, 16, 16, 128, 32, 8, 64, 1, 1, 0, 1, 8, 2 } },
{ "GeForce GTX 980", { 16, 2, 16, 16, 64, 16, 8, 128, 1, 1, 1, 0, 4, 8 } },
{ "GeForce GTX TITAN", { 16, 8, 32, 16, 64, 8, 8, 64, 1, 1, 1, 0, 2, 2 } },
{ "GeForce GTX TITAN Black", { 16, 2, 16, 8, 64, 16, 16, 64, 1, 1, 1, 0, 4, 1 } },
{ "GeForce GTX TITAN X", { 16, 2, 8, 16, 128, 8, 8, 128, 1, 1, 1, 1, 4, 8 } },
{ "TITAN X (Pascal)", { 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 1 } },
{ "Tesla K20m", { 16, 2, 32, 16, 64, 16, 8, 64, 1, 1, 1, 0, 2, 4 } },
{ "Tesla K40m", { 16, 8, 16, 8, 64, 16, 16, 128, 1, 1, 1, 0, 2, 4 } },
{ "default", { 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 2 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 1 } },
{ "default", { 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemmComplexSingle = {
"Xgemm", Precision::kComplexSingle, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 2, 32, 32, 64, 8, 8, 64, 0, 0, 1, 1, 2, 8 } },
{ "ATI Radeon HD 6750M", { 32, 2, 8, 8, 32, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ "Ellesmere", { 32, 2, 16, 16, 32, 8, 8, 32, 1, 1, 0, 0, 1, 4 } },
{ "Fiji", { 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 1, 2 } },
{ "Hawaii", { 32, 2, 32, 8, 32, 8, 16, 32, 1, 0, 1, 0, 1, 1 } },
{ "Oland", { 32, 2, 16, 8, 32, 32, 32, 128, 1, 0, 0, 1, 2, 4 } },
{ "Pitcairn", { 16, 2, 8, 8, 32, 8, 8, 32, 0, 1, 1, 1, 4, 2 } },
{ "Tahiti", { 16, 2, 8, 8, 32, 8, 16, 32, 1, 0, 0, 1, 2, 1 } },
{ "Tonga", { 16, 2, 32, 8, 64, 16, 32, 64, 1, 1, 1, 0, 2, 1 } },
{ "Turks", { 16, 2, 8, 8, 32, 32, 8, 32, 0, 1, 0, 0, 2, 1 } },
{ "default", { 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 1, 2 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 16, 2, 8, 16, 128, 16, 8, 128, 0, 0, 0, 1, 8, 1 } },
{ "default", { 16, 2, 8, 16, 128, 16, 8, 128, 0, 0, 0, 1, 8, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 16, 2, 32, 8, 128, 16, 16, 128, 1, 1, 0, 1, 1, 2 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 2, 32, 16, 32, 16, 16, 64, 0, 1, 1, 0, 1, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 2, 16, 16, 64, 8, 16, 64, 0, 1, 0, 0, 4, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 2, 8, 8, 128, 16, 32, 128, 0, 0, 0, 0, 1, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 2, 8, 8, 128, 32, 8, 128, 0, 0, 0, 0, 1, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 2, 8, 16, 16, 16, 16, 128, 0, 0, 1, 1, 1, 4 } },
{ "default", { 32, 2, 16, 16, 64, 8, 8, 32, 0, 0, 0, 0, 4, 2 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 16, 8, 8, 16, 64, 32, 8, 32, 0, 0, 0, 0, 2, 1 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 16, 8, 8, 8, 32, 16, 16, 64, 1, 0, 0, 0, 4, 4 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 32, 8, 16, 16, 64, 16, 16, 64, 1, 1, 1, 1, 2, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 32, 2, 16, 16, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 2, 16, 16, 64, 16, 16, 64, 0, 0, 0, 0, 4, 2 } },
{ "Iris", { 32, 8, 32, 16, 64, 8, 16, 64, 1, 0, 1, 0, 1, 1 } },
{ "Iris Pro", { 16, 2, 8, 8, 32, 32, 8, 32, 1, 1, 1, 1, 1, 1 } },
{ "default", { 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 2 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 2, 32, 32, 32, 32, 16, 128, 1, 0, 0, 0, 1, 4 } },
{ "default", { 32, 2, 32, 32, 32, 32, 16, 128, 1, 0, 0, 0, 1, 4 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 8, 32, 32, 64, 32, 16, 128, 1, 0, 1, 0, 1, 4 } },
{ "GeForce GTX 1070", { 16, 2, 16, 16, 128, 16, 16, 64, 1, 1, 1, 1, 2, 4 } },
{ "GeForce GTX 1080", { 16, 2, 32, 16, 64, 32, 8, 64, 1, 1, 0, 0, 1, 2 } },
{ "GeForce GTX 480", { 16, 2, 16, 16, 32, 32, 16, 128, 0, 1, 1, 1, 2, 2 } },
{ "GeForce GTX 670", { 16, 2, 32, 32, 64, 32, 8, 32, 1, 1, 1, 1, 1, 1 } },
{ "GeForce GTX 680", { 16, 2, 32, 16, 64, 32, 32, 128, 1, 0, 0, 0, 2, 2 } },
{ "GeForce GTX 750", { 16, 8, 16, 16, 64, 16, 16, 64, 1, 1, 1, 0, 2, 2 } },
{ "GeForce GTX 750 Ti", { 16, 2, 16, 8, 32, 32, 16, 64, 1, 1, 1, 0, 1, 2 } },
{ "GeForce GTX 980", { 32, 8, 32, 32, 64, 16, 16, 64, 1, 1, 1, 0, 2, 1 } },
{ "GeForce GTX TITAN", { 16, 8, 16, 16, 64, 32, 16, 64, 1, 1, 1, 0, 1, 1 } },
{ "GeForce GTX TITAN Black", { 16, 2, 8, 16, 64, 8, 8, 32, 0, 1, 1, 0, 1, 2 } },
{ "GeForce GTX TITAN X", { 16, 2, 8, 8, 64, 8, 8, 32, 1, 0, 1, 1, 1, 4 } },
{ "TITAN X (Pascal)", { 32, 2, 32, 32, 64, 8, 8, 32, 1, 1, 0, 0, 2, 4 } },
{ "Tesla K20m", { 32, 2, 8, 16, 64, 8, 16, 64, 1, 0, 0, 0, 1, 4 } },
{ "Tesla K40m", { 16, 2, 32, 32, 32, 32, 8, 64, 0, 1, 0, 0, 1, 1 } },
{ "default", { 32, 2, 8, 8, 16, 32, 32, 64, 1, 1, 0, 0, 1, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 2, 16, 16, 32, 8, 8, 32, 1, 1, 0, 0, 2, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemmDouble = {
"Xgemm", Precision::kDouble, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 2, 16, 16, 64, 8, 8, 32, 0, 0, 0, 0, 4, 4 } },
{ "Ellesmere", { 32, 2, 16, 16, 32, 16, 16, 64, 1, 1, 0, 0, 2, 2 } },
{ "Fiji", { 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 2, 2 } },
{ "Hawaii", { 16, 8, 32, 8, 128, 8, 8, 32, 0, 1, 0, 0, 1, 4 } },
{ "Oland", { 16, 2, 8, 16, 64, 16, 8, 16, 0, 0, 1, 1, 1, 1 } },
{ "Pitcairn", { 32, 2, 32, 16, 64, 8, 16, 32, 0, 0, 0, 0, 1, 2 } },
{ "Tahiti", { 32, 2, 16, 8, 16, 8, 8, 32, 0, 0, 0, 1, 1, 4 } },
{ "Tonga", { 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 2, 2 } },
{ "default", { 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 2, 2 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 32, 2, 8, 8, 64, 8, 8, 16, 0, 1, 1, 0, 8, 2 } },
{ "default", { 32, 2, 8, 8, 64, 8, 8, 16, 0, 1, 1, 0, 8, 2 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 16, 2, 32, 8, 128, 16, 16, 128, 1, 1, 1, 1, 2, 8 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 2, 32, 16, 128, 16, 16, 64, 0, 1, 1, 0, 1, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 2, 32, 16, 128, 16, 16, 128, 0, 0, 1, 0, 1, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 2, 16, 8, 128, 8, 8, 64, 1, 0, 0, 1, 2, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 2, 16, 8, 128, 8, 8, 128, 1, 0, 0, 0, 2, 8 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 2, 8, 16, 128, 16, 8, 128, 0, 0, 1, 1, 1, 8 } },
{ "default", { 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 1, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 8, 8, 16, 16, 16, 16, 128, 0, 0, 1, 0, 1, 4 } },
{ "default", { 32, 8, 8, 16, 16, 16, 16, 128, 0, 0, 1, 0, 1, 4 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 2, 8, 8, 16, 8, 8, 32, 1, 0, 0, 1, 2, 2 } },
{ "GeForce GTX 1070", { 16, 2, 8, 16, 32, 8, 8, 64, 0, 0, 1, 1, 2, 8 } },
{ "GeForce GTX 1080", { 32, 2, 16, 16, 32, 16, 16, 64, 0, 0, 0, 0, 2, 4 } },
{ "GeForce GTX 480", { 16, 2, 8, 16, 32, 32, 8, 64, 1, 1, 1, 0, 1, 2 } },
{ "GeForce GTX 670", { 32, 8, 16, 32, 128, 16, 8, 32, 0, 1, 1, 0, 1, 1 } },
{ "GeForce GTX 680", { 32, 8, 8, 8, 32, 16, 32, 128, 1, 0, 0, 1, 2, 4 } },
{ "GeForce GTX 750", { 32, 8, 16, 32, 64, 16, 8, 128, 0, 0, 0, 1, 2, 1 } },
{ "GeForce GTX 750 Ti", { 32, 2, 8, 8, 32, 16, 16, 32, 0, 0, 0, 0, 4, 2 } },
{ "GeForce GTX 980", { 32, 8, 16, 8, 64, 32, 32, 128, 0, 0, 1, 0, 2, 4 } },
{ "GeForce GTX TITAN", { 16, 8, 16, 8, 32, 16, 32, 128, 1, 1, 1, 1, 2, 2 } },
{ "GeForce GTX TITAN Black", { 16, 2, 16, 8, 16, 16, 8, 16, 1, 1, 1, 0, 1, 1 } },
{ "GeForce GTX TITAN X", { 16, 8, 16, 16, 16, 16, 16, 16, 0, 0, 0, 0, 1, 1 } },
{ "TITAN X (Pascal)", { 32, 2, 32, 32, 32, 16, 16, 32, 0, 0, 0, 0, 1, 2 } },
{ "Tesla K20m", { 16, 2, 32, 8, 32, 16, 16, 64, 1, 0, 0, 0, 1, 1 } },
{ "Tesla K40m", { 32, 2, 16, 8, 64, 16, 32, 128, 1, 0, 1, 1, 2, 4 } },
{ "default", { 32, 2, 16, 16, 32, 16, 16, 64, 0, 0, 0, 0, 2, 4 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 2, 8, 8, 32, 8, 8, 64, 0, 0, 0, 0, 4, 4 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemmComplexDouble = {
"Xgemm", Precision::kComplexDouble, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 8, 8, 16, 32, 16, 16, 32, 0, 0, 1, 1, 2, 2 } },
{ "Ellesmere", { 32, 2, 16, 16, 16, 16, 16, 16, 1, 1, 0, 0, 1, 1 } },
{ "Fiji", { 32, 2, 16, 16, 16, 16, 16, 16, 1, 1, 0, 0, 1, 1 } },
{ "Hawaii", { 16, 2, 16, 16, 16, 16, 16, 32, 1, 0, 0, 0, 1, 2 } },
{ "Oland", { 16, 2, 16, 8, 16, 16, 32, 128, 0, 0, 0, 0, 1, 4 } },
{ "Pitcairn", { 32, 2, 16, 8, 32, 8, 32, 32, 0, 1, 1, 0, 1, 1 } },
{ "Tahiti", { 16, 2, 16, 8, 16, 8, 8, 16, 0, 0, 1, 0, 1, 1 } },
{ "Tonga", { 16, 2, 32, 16, 32, 16, 16, 16, 1, 1, 1, 1, 1, 1 } },
{ "default", { 32, 2, 16, 16, 16, 16, 16, 16, 1, 1, 0, 0, 1, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 16, 2, 8, 8, 64, 32, 8, 64, 0, 0, 1, 0, 8, 1 } },
{ "default", { 16, 2, 8, 8, 64, 32, 8, 64, 0, 0, 1, 0, 8, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 16, 2, 32, 8, 64, 16, 8, 128, 0, 1, 0, 1, 2, 1 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 32, 2, 16, 32, 128, 16, 16, 64, 0, 1, 0, 0, 2, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 2, 16, 32, 128, 16, 8, 32, 0, 1, 0, 0, 4, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 32, 2, 8, 8, 128, 8, 16, 128, 0, 0, 0, 1, 1, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 2, 8, 8, 128, 32, 8, 128, 0, 0, 0, 0, 1, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 32, 8, 8, 32, 32, 8, 8, 32, 0, 1, 0, 0, 1, 2 } },
{ "default", { 32, 2, 8, 8, 16, 8, 8, 32, 1, 1, 0, 0, 1, 2 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 32, 2, 16, 16, 16, 16, 8, 32, 0, 0, 1, 0, 1, 1 } },
{ "default", { 32, 2, 16, 16, 16, 16, 8, 32, 0, 0, 1, 0, 1, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 32, 8, 16, 16, 16, 8, 16, 64, 1, 0, 1, 1, 1, 1 } },
{ "GeForce GTX 1070", { 32, 8, 32, 16, 32, 8, 8, 32, 0, 0, 0, 1, 1, 4 } },
{ "GeForce GTX 1080", { 32, 2, 16, 16, 16, 8, 8, 16, 0, 0, 0, 0, 1, 2 } },
{ "GeForce GTX 480", { 16, 2, 32, 32, 32, 32, 8, 32, 0, 0, 1, 0, 1, 1 } },
{ "GeForce GTX 670", { 32, 8, 16, 8, 16, 16, 32, 64, 1, 0, 0, 1, 1, 2 } },
{ "GeForce GTX 680", { 16, 8, 16, 8, 64, 16, 32, 32, 0, 1, 1, 0, 1, 1 } },
{ "GeForce GTX 750", { 32, 2, 8, 32, 32, 8, 8, 64, 0, 0, 1, 0, 1, 4 } },
{ "GeForce GTX 750 Ti", { 32, 2, 8, 8, 16, 8, 8, 32, 0, 0, 0, 0, 1, 1 } },
{ "GeForce GTX 980", { 16, 2, 16, 8, 32, 8, 16, 128, 0, 0, 1, 1, 2, 2 } },
{ "GeForce GTX TITAN Black", { 16, 2, 16, 16, 32, 16, 8, 32, 0, 1, 1, 1, 1, 1 } },
{ "GeForce GTX TITAN X", { 32, 8, 16, 16, 128, 16, 16, 32, 0, 0, 1, 0, 1, 1 } },
{ "TITAN X (Pascal)", { 32, 2, 16, 16, 16, 16, 16, 16, 0, 0, 0, 0, 1, 1 } },
{ "Tesla K20m", { 32, 2, 32, 8, 32, 16, 16, 64, 0, 0, 1, 0, 1, 1 } },
{ "Tesla K40m", { 16, 8, 8, 8, 32, 32, 16, 32, 0, 0, 1, 0, 1, 1 } },
{ "default", { 32, 2, 16, 16, 32, 16, 16, 32, 0, 0, 0, 0, 1, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 2, 32, 32, 32, 8, 8, 32, 1, 1, 0, 0, 1, 1 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

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@ -0,0 +1,14 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm' kernels.
//
// =================================================================================================
#include "database/kernels/xgemm/xgemm_16.hpp"
#include "database/kernels/xgemm/xgemm_32.hpp"
#include "database/kernels/xgemm/xgemm_3232.hpp"
#include "database/kernels/xgemm/xgemm_64.hpp"
#include "database/kernels/xgemm/xgemm_6464.hpp"

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmHalf = {
"Xgemm", Precision::kHalf, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmSingle = {
"Xgemm", Precision::kSingle, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 2, 8, 8, 16, 16, 16, 64, 1, 1, 0, 0, 1, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 16, 16, 16, 64, 1, 1, 0, 0, 1, 2 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 32, 2, 16, 16, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 2, 16, 16, 64, 8, 16, 128, 0, 0, 0, 0, 2, 8 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 64, 16, 16, 64, 1, 1, 0, 0, 2, 2 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 16, 2, 16, 32, 128, 32, 8, 64, 1, 1, 1, 1, 4, 2 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 32, 128, 32, 8, 64, 1, 1, 1, 1, 4, 2 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 16, 2, 32, 16, 64, 32, 16, 128, 1, 1, 1, 0, 2, 4 } },
{ kDeviceNameDefault , Params{ 16, 2, 32, 16, 64, 32, 16, 128, 1, 1, 1, 0, 2, 4 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 16, 2, 16, 8, 32, 16, 16, 128, 0, 0, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 8, 32, 16, 16, 128, 0, 0, 1, 0, 1, 1 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 32, 2, 16, 32, 128, 16, 8, 64, 0, 0, 0, 0, 4, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 32, 128, 16, 8, 64, 0, 0, 0, 0, 4, 1 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 2, 16, 32, 64, 16, 8, 128, 1, 1, 0, 0, 2, 8 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 32, 64, 16, 8, 128, 1, 1, 0, 0, 2, 8 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 32, 2, 8, 8, 64, 8, 8, 64, 0, 0, 0, 0, 4, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 64, 8, 8, 64, 0, 0, 0, 0, 4, 4 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 32, 2, 8, 16, 128, 8, 8, 128, 0, 0, 1, 1, 8, 8 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 16, 128, 8, 8, 128, 0, 0, 1, 1, 8, 8 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 8, 8, 64, 0, 0, 0, 0, 4, 4 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 16, 2, 8, 8, 64, 8, 16, 16, 0, 0, 1, 1, 8, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 8, 8, 64, 8, 16, 16, 0, 0, 1, 1, 8, 1 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 16, 2, 8, 8, 128, 16, 8, 128, 0, 1, 1, 1, 1, 8 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 8, 32, 32, 64, 32, 16, 64, 1, 1, 1, 0, 2, 2 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 2, 16, 8, 128, 16, 8, 64, 0, 0, 1, 0, 1, 2 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 2, 32, 8, 128, 8, 8, 128, 1, 1, 1, 1, 2, 8 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 16, 2, 8, 8, 128, 8, 8, 128, 1, 1, 1, 0, 1, 8 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 8, 16, 16, 64, 32, 32, 64, 0, 1, 1, 0, 1, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 8, 8, 64, 1, 1, 0, 0, 4, 4 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 32, 2, 8, 8, 128, 32, 16, 64, 0, 0, 1, 0, 4, 2 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 32, 8, 8, 8, 64, 32, 16, 64, 1, 1, 1, 1, 4, 2 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 16, 2, 16, 8, 32, 8, 16, 128, 1, 1, 1, 1, 2, 4 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 32, 2, 16, 16, 64, 16, 8, 64, 1, 1, 1, 0, 2, 4 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 4 } },
{ Name{"Iris "}, Params{ 16, 8, 16, 8, 128, 32, 16, 64, 1, 1, 1, 1, 4, 1 } },
{ Name{"Iris Pro "}, Params{ 16, 2, 16, 8, 64, 32, 32, 128, 1, 1, 1, 0, 4, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 4 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 2, 32, 32, 32, 32, 8, 128, 0, 0, 1, 0, 1, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 32, 32, 32, 32, 8, 128, 0, 0, 1, 0, 1, 4 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 2, 16, 8, 64, 32, 16, 64, 1, 1, 1, 1, 2, 2 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 8, 64, 32, 16, 64, 1, 1, 1, 1, 2, 2 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 2, 16, 8, 32, 8, 16, 64, 1, 1, 1, 1, 2, 4 } },
{ Name{"GeForce GT 650M "}, Params{ 32, 2, 8, 8, 32, 32, 32, 64, 1, 1, 0, 0, 4, 2 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 2, 8, 8, 64, 16, 16, 64, 1, 1, 1, 0, 2, 4 } },
{ Name{"GeForce GTX 680 "}, Params{ 32, 8, 8, 16, 64, 32, 16, 128, 1, 1, 0, 0, 4, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 4 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 8, 32, 16, 64, 8, 8, 64, 1, 1, 1, 0, 2, 2 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 2, 16, 8, 64, 16, 16, 64, 1, 1, 1, 0, 4, 1 } },
{ Name{"Tesla K20m "}, Params{ 16, 2, 32, 16, 64, 16, 8, 64, 1, 1, 1, 0, 2, 4 } },
{ Name{"Tesla K40m "}, Params{ 16, 8, 16, 8, 64, 16, 16, 128, 1, 1, 1, 0, 2, 4 } },
{ kDeviceNameDefault , Params{ 16, 8, 32, 16, 64, 32, 16, 64, 1, 0, 1, 0, 2, 2 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 16, 2, 16, 16, 64, 32, 8, 128, 1, 1, 1, 1, 1, 2 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 2, 16, 16, 128, 32, 8, 64, 1, 1, 0, 1, 8, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 64, 32, 32, 64, 0, 0, 0, 0, 2, 1 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 16, 2, 16, 16, 64, 16, 8, 128, 1, 1, 1, 0, 4, 8 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 2, 8, 16, 128, 8, 8, 128, 1, 1, 1, 1, 4, 8 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 16, 128, 16, 8, 128, 1, 1, 1, 0, 4, 8 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 16, 2, 32, 16, 128, 32, 8, 128, 1, 1, 1, 0, 4, 1 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 2, 16, 8, 64, 8, 8, 64, 1, 1, 1, 1, 4, 8 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 1 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 4, 2 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 1 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 2 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmComplexSingle = {
"Xgemm", Precision::kComplexSingle, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 2, 16, 16, 32, 8, 8, 32, 1, 1, 0, 0, 1, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 8, 8, 32, 1, 1, 0, 0, 1, 4 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 1, 2 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 2, 32, 32, 64, 8, 8, 64, 0, 0, 1, 1, 2, 8 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 16, 32, 32, 32, 1, 1, 0, 0, 1, 1 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 2, 32, 8, 32, 8, 16, 32, 1, 0, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 32, 8, 32, 8, 16, 32, 1, 0, 1, 0, 1, 1 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 32, 2, 16, 8, 32, 32, 32, 128, 1, 0, 0, 1, 2, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 8, 32, 32, 32, 128, 1, 0, 0, 1, 2, 4 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 16, 2, 8, 8, 32, 8, 8, 32, 0, 1, 1, 1, 4, 2 } },
{ kDeviceNameDefault , Params{ 16, 2, 8, 8, 32, 8, 8, 32, 0, 1, 1, 1, 4, 2 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 16, 2, 8, 8, 32, 8, 16, 32, 1, 0, 0, 1, 2, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 8, 8, 32, 8, 16, 32, 1, 0, 0, 1, 2, 1 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 2, 32, 8, 64, 16, 32, 64, 1, 1, 1, 0, 2, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 32, 8, 64, 16, 32, 64, 1, 1, 1, 0, 2, 1 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 16, 2, 8, 8, 32, 32, 8, 32, 0, 1, 0, 0, 2, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 8, 8, 32, 32, 8, 32, 0, 1, 0, 0, 2, 1 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 32, 2, 8, 8, 32, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 1, 2 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 16, 2, 8, 16, 128, 16, 8, 128, 0, 0, 0, 1, 8, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 8, 16, 128, 16, 8, 128, 0, 0, 0, 1, 8, 1 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 16, 2, 32, 8, 128, 16, 16, 128, 1, 1, 0, 1, 1, 2 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 2, 32, 16, 32, 16, 16, 64, 0, 1, 1, 0, 1, 2 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 2, 16, 16, 64, 8, 16, 64, 0, 1, 0, 0, 4, 4 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 2, 8, 8, 128, 16, 32, 128, 0, 0, 0, 0, 1, 4 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 2, 8, 8, 128, 32, 8, 128, 0, 0, 0, 0, 1, 4 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 2, 8, 16, 16, 16, 16, 128, 0, 0, 1, 1, 1, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 64, 8, 8, 32, 0, 0, 0, 0, 4, 2 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 16, 8, 8, 16, 64, 32, 8, 32, 0, 0, 0, 0, 2, 1 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 16, 8, 8, 8, 32, 16, 16, 64, 1, 0, 0, 0, 4, 4 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 32, 8, 16, 16, 64, 16, 16, 64, 1, 1, 1, 1, 2, 1 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 32, 2, 16, 16, 64, 16, 16, 64, 1, 1, 0, 0, 4, 4 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 2, 16, 16, 64, 16, 16, 64, 0, 0, 0, 0, 4, 2 } },
{ Name{"Iris "}, Params{ 32, 8, 32, 16, 64, 8, 16, 64, 1, 0, 1, 0, 1, 1 } },
{ Name{"Iris Pro "}, Params{ 16, 2, 8, 8, 32, 32, 8, 32, 1, 1, 1, 1, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 8, 8, 32, 1, 1, 0, 0, 4, 2 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 2, 32, 32, 32, 32, 16, 128, 1, 0, 0, 0, 1, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 32, 32, 32, 32, 16, 128, 1, 0, 0, 0, 1, 4 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 2, 16, 16, 32, 32, 16, 128, 0, 1, 1, 1, 2, 2 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 16, 32, 32, 16, 128, 0, 1, 1, 1, 2, 2 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 8, 32, 32, 64, 32, 16, 128, 1, 0, 1, 0, 1, 4 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 2, 32, 32, 64, 32, 8, 32, 1, 1, 1, 1, 1, 1 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 2, 32, 16, 64, 32, 32, 128, 1, 0, 0, 0, 2, 2 } },
{ kDeviceNameDefault , Params{ 16, 2, 32, 16, 64, 32, 16, 128, 1, 0, 0, 0, 1, 1 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 8, 16, 16, 64, 32, 16, 64, 1, 1, 1, 0, 1, 1 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 2, 8, 16, 64, 8, 8, 32, 0, 1, 1, 0, 1, 2 } },
{ Name{"Tesla K20m "}, Params{ 32, 2, 8, 16, 64, 8, 16, 64, 1, 0, 0, 0, 1, 4 } },
{ Name{"Tesla K40m "}, Params{ 16, 2, 32, 32, 32, 32, 8, 64, 0, 1, 0, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 128, 8, 8, 64, 0, 1, 0, 1, 8, 2 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 16, 8, 16, 16, 64, 16, 16, 64, 1, 1, 1, 0, 2, 2 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 2, 16, 8, 32, 32, 16, 64, 1, 1, 1, 0, 1, 2 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 16, 32, 16, 16, 64, 1, 1, 1, 0, 1, 2 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 32, 8, 32, 32, 64, 16, 16, 64, 1, 1, 1, 0, 2, 1 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 2, 8, 8, 64, 8, 8, 32, 1, 0, 1, 1, 1, 4 } },
{ kDeviceNameDefault , Params{ 16, 2, 32, 32, 64, 16, 16, 32, 1, 0, 1, 0, 1, 1 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 16, 2, 16, 16, 128, 16, 16, 64, 1, 1, 1, 1, 2, 4 } },
{ Name{"GeForce GTX 1080 "}, Params{ 16, 2, 32, 16, 64, 32, 8, 64, 1, 1, 0, 0, 1, 2 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 2, 32, 32, 64, 8, 8, 32, 1, 1, 0, 0, 2, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 16, 16, 64, 1, 1, 0, 0, 2, 4 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 16, 32, 32, 64, 1, 1, 0, 0, 1, 1 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 8, 8, 32, 1, 1, 0, 0, 2, 1 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmDouble = {
"Xgemm", Precision::kDouble, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 2, 16, 16, 32, 16, 16, 64, 1, 1, 0, 0, 2, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 16, 16, 64, 1, 1, 0, 0, 2, 2 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 2, 2 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 2, 16, 16, 64, 8, 8, 32, 0, 0, 0, 0, 4, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 16, 32, 32, 32, 1, 1, 0, 0, 1, 1 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 16, 8, 32, 8, 128, 8, 8, 32, 0, 1, 0, 0, 1, 4 } },
{ kDeviceNameDefault , Params{ 16, 8, 32, 8, 128, 8, 8, 32, 0, 1, 0, 0, 1, 4 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 16, 2, 8, 16, 64, 16, 8, 16, 0, 0, 1, 1, 1, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 8, 16, 64, 16, 8, 16, 0, 0, 1, 1, 1, 1 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 32, 2, 32, 16, 64, 8, 16, 32, 0, 0, 0, 0, 1, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 32, 16, 64, 8, 16, 32, 0, 0, 0, 0, 1, 2 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 32, 2, 16, 8, 16, 8, 8, 32, 0, 0, 0, 1, 1, 4 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 8, 16, 8, 8, 32, 0, 0, 0, 1, 1, 4 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 2, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 2, 2 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 16, 16, 32, 1, 1, 0, 0, 2, 2 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 32, 2, 8, 8, 64, 8, 8, 16, 0, 1, 1, 0, 8, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 64, 8, 8, 16, 0, 1, 1, 0, 8, 2 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 16, 2, 32, 8, 128, 16, 16, 128, 1, 1, 1, 1, 2, 8 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 2, 32, 16, 128, 16, 16, 64, 0, 1, 1, 0, 1, 2 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 2, 32, 16, 128, 16, 16, 128, 0, 0, 1, 0, 1, 2 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 2, 16, 8, 128, 8, 8, 64, 1, 0, 0, 1, 2, 8 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 2, 16, 8, 128, 8, 8, 128, 1, 0, 0, 0, 2, 8 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 2, 8, 16, 128, 16, 8, 128, 0, 0, 1, 1, 1, 8 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 64, 8, 8, 64, 1, 1, 0, 0, 1, 4 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 8, 8, 16, 16, 16, 16, 128, 0, 0, 1, 0, 1, 4 } },
{ kDeviceNameDefault , Params{ 32, 8, 8, 16, 16, 16, 16, 128, 0, 0, 1, 0, 1, 4 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 2, 8, 16, 32, 32, 8, 64, 1, 1, 1, 0, 1, 2 } },
{ kDeviceNameDefault , Params{ 16, 2, 8, 16, 32, 32, 8, 64, 1, 1, 1, 0, 1, 2 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 2, 8, 8, 16, 8, 8, 32, 1, 0, 0, 1, 2, 2 } },
{ Name{"GeForce GTX 670 "}, Params{ 32, 8, 16, 32, 128, 16, 8, 32, 0, 1, 1, 0, 1, 1 } },
{ Name{"GeForce GTX 680 "}, Params{ 32, 8, 8, 8, 32, 16, 32, 128, 1, 0, 0, 1, 2, 4 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 32, 128, 16, 32, 128, 0, 0, 0, 0, 1, 1 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 8, 16, 8, 32, 16, 32, 128, 1, 1, 1, 1, 2, 2 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 2, 16, 8, 16, 16, 8, 16, 1, 1, 1, 0, 1, 1 } },
{ Name{"Tesla K20m "}, Params{ 16, 2, 32, 8, 32, 16, 16, 64, 1, 0, 0, 0, 1, 1 } },
{ Name{"Tesla K40m "}, Params{ 32, 2, 16, 8, 64, 16, 32, 128, 1, 0, 1, 1, 2, 4 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 8, 16, 16, 16, 128, 1, 0, 0, 0, 1, 1 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 32, 8, 16, 32, 64, 16, 8, 128, 0, 0, 0, 1, 2, 1 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 2, 8, 8, 32, 16, 16, 32, 0, 0, 0, 0, 4, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 32, 32, 16, 16, 128, 0, 0, 0, 0, 2, 1 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 32, 8, 16, 8, 64, 32, 32, 128, 0, 0, 1, 0, 2, 4 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 16, 8, 16, 16, 16, 16, 16, 16, 0, 0, 0, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 16, 8, 16, 16, 16, 16, 16, 128, 0, 0, 0, 0, 1, 1 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 16, 2, 8, 16, 32, 8, 8, 64, 0, 0, 1, 1, 2, 8 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 2, 16, 16, 32, 16, 16, 64, 0, 0, 0, 0, 2, 4 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 2, 32, 32, 32, 16, 16, 32, 0, 0, 0, 0, 1, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 16, 16, 64, 0, 0, 0, 0, 2, 4 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 16, 16, 64, 0, 0, 0, 0, 2, 4 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 8, 8, 64, 0, 0, 0, 0, 4, 4 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

130
src/database/kernels/xgemm/xgemm_6464.hpp 100644
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@ -0,0 +1,130 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmComplexDouble = {
"Xgemm", Precision::kComplexDouble, {"KWG", "KWI", "MDIMA", "MDIMC", "MWG", "NDIMB", "NDIMC", "NWG", "SA", "SB", "STRM", "STRN", "VWM", "VWN"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 2, 16, 16, 16, 16, 16, 16, 1, 1, 0, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 16, 16, 16, 16, 1, 1, 0, 0, 1, 1 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 32, 2, 16, 16, 16, 16, 16, 16, 1, 1, 0, 0, 1, 1 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 8, 8, 16, 32, 16, 16, 32, 0, 0, 1, 1, 2, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 8, 8, 32, 0, 0, 0, 0, 2, 4 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 16, 2, 16, 16, 16, 16, 16, 32, 1, 0, 0, 0, 1, 2 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 16, 16, 16, 16, 32, 1, 0, 0, 0, 1, 2 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 16, 2, 16, 8, 16, 16, 32, 128, 0, 0, 0, 0, 1, 4 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 8, 16, 16, 32, 128, 0, 0, 0, 0, 1, 4 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 32, 2, 16, 8, 32, 8, 32, 32, 0, 1, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 8, 32, 8, 32, 32, 0, 1, 1, 0, 1, 1 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 16, 2, 16, 8, 16, 8, 8, 16, 0, 0, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 8, 16, 8, 8, 16, 0, 0, 1, 0, 1, 1 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 2, 32, 16, 32, 16, 16, 16, 1, 1, 1, 1, 1, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 32, 16, 32, 16, 16, 16, 1, 1, 1, 1, 1, 1 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 16, 16, 16, 16, 1, 1, 0, 0, 1, 1 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 16, 2, 8, 8, 64, 32, 8, 64, 0, 0, 1, 0, 8, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 8, 8, 64, 32, 8, 64, 0, 0, 1, 0, 8, 1 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 16, 2, 32, 8, 64, 16, 8, 128, 0, 1, 0, 1, 2, 1 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 32, 2, 16, 32, 128, 16, 16, 64, 0, 1, 0, 0, 2, 4 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 2, 16, 32, 128, 16, 8, 32, 0, 1, 0, 0, 4, 1 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 32, 2, 8, 8, 128, 8, 16, 128, 0, 0, 0, 1, 1, 8 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 2, 8, 8, 128, 32, 8, 128, 0, 0, 0, 0, 1, 4 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 32, 8, 8, 32, 32, 8, 8, 32, 0, 1, 0, 0, 1, 2 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 16, 8, 8, 32, 1, 1, 0, 0, 1, 2 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 32, 2, 16, 16, 16, 16, 8, 32, 0, 0, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 16, 16, 8, 32, 0, 0, 1, 0, 1, 1 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 16, 2, 32, 32, 32, 32, 8, 32, 0, 0, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 32, 32, 32, 32, 8, 32, 0, 0, 1, 0, 1, 1 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 32, 8, 16, 16, 16, 8, 16, 64, 1, 0, 1, 1, 1, 1 } },
{ Name{"GeForce GTX 670 "}, Params{ 32, 8, 16, 8, 16, 16, 32, 64, 1, 0, 0, 1, 1, 2 } },
{ Name{"GeForce GTX 680 "}, Params{ 16, 8, 16, 8, 64, 16, 32, 32, 0, 1, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 16, 8, 16, 16, 16, 16, 16, 32, 0, 0, 0, 0, 1, 1 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 2, 16, 16, 32, 16, 8, 32, 0, 1, 1, 1, 1, 1 } },
{ Name{"Tesla K20m "}, Params{ 32, 2, 32, 8, 32, 16, 16, 64, 0, 0, 1, 0, 1, 1 } },
{ Name{"Tesla K40m "}, Params{ 16, 8, 8, 8, 32, 32, 16, 32, 0, 0, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 8, 32, 16, 16, 64, 0, 0, 0, 0, 4, 1 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 32, 2, 8, 32, 32, 8, 8, 64, 0, 0, 1, 0, 1, 4 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 2, 8, 8, 16, 8, 8, 32, 0, 0, 0, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 8, 32, 16, 8, 8, 32, 0, 0, 0, 0, 1, 1 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 16, 2, 16, 8, 32, 8, 16, 128, 0, 0, 1, 1, 2, 2 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 32, 8, 16, 16, 128, 16, 16, 32, 0, 0, 1, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 16, 2, 16, 16, 128, 16, 16, 128, 0, 0, 1, 0, 1, 1 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 32, 8, 32, 16, 32, 8, 8, 32, 0, 0, 0, 1, 1, 4 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 2, 16, 16, 16, 8, 8, 16, 0, 0, 0, 0, 1, 2 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 2, 16, 16, 16, 16, 16, 16, 0, 0, 0, 0, 1, 1 } },
{ kDeviceNameDefault , Params{ 32, 2, 32, 32, 32, 32, 32, 64, 0, 0, 0, 0, 1, 2 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 16, 16, 32, 16, 16, 32, 0, 0, 0, 0, 1, 1 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 2, 32, 32, 32, 8, 8, 32, 1, 1, 0, 0, 1, 1 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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src/database/kernels/xgemm_direct.hpp
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@ -1,218 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Xgemm_Direct' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XgemmDirectHalf = {
"XgemmDirect", Precision::kHalf, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 8, 32, 8, 8, 32, 1, 1, 1, 1, 32 } },
{ "default", { 8, 32, 8, 8, 32, 1, 1, 1, 1, 32 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics Skylake ULT GT2", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemmDirectSingle = {
"XgemmDirect", Precision::kSingle, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 2, 8, 8, 8, 8, 1, 1, 2, 2, 32 } },
{ "ATI Radeon HD 6750M", { 8, 8, 16, 8, 8, 1, 0, 2, 2, 32 } },
{ "Ellesmere", { 2, 8, 8, 32, 32, 1, 1, 2, 1, 32 } },
{ "Fiji", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
{ "Tonga", { 16, 16, 16, 32, 8, 0, 1, 1, 1, 32 } },
{ "Turks", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 16 } },
{ "default", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 2, 8, 8, 8, 8, 0, 0, 1, 8, 64 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 16, 16, 8, 8, 8, 0, 0, 2, 4, 32 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 2, 8, 8, 8, 8, 0, 0, 2, 2, 64 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics Skylake ULT GT2", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
{ "Iris Pro", { 2, 16, 16, 8, 8, 1, 1, 2, 4, 32 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GeForce GT 650M", { 16, 16, 16, 8, 16, 1, 0, 2, 2, 32 } },
{ "GeForce GTX 1080", { 16, 16, 8, 16, 8, 1, 1, 1, 1, 32 } },
{ "GeForce GTX 750 Ti", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
{ "GeForce GTX TITAN Black", { 2, 8, 8, 16, 16, 1, 1, 4, 2, 32 } },
{ "TITAN X (Pascal)", { 8, 32, 8, 8, 16, 1, 1, 1, 1, 32 } },
{ "default", { 2, 8, 8, 16, 16, 1, 1, 4, 2, 32 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 2, 8, 8, 8, 8, 1, 1, 2, 1, 16 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 2, 1, 16 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 2, 8, 8, 8, 8, 1, 1, 1, 2, 16 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemmDirectComplexSingle = {
"XgemmDirect", Precision::kComplexSingle, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
{ "ATI Radeon HD 6750M", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
{ "Fiji", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
{ "Tonga", { 2, 16, 16, 16, 16, 1, 1, 2, 2, 32 } },
{ "Turks", { 2, 8, 8, 8, 8, 1, 1, 2, 2, 16 } },
{ "default", { 2, 16, 16, 16, 16, 1, 1, 2, 2, 32 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 2, 8, 8, 8, 8, 0, 0, 4, 4, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 2, 16, 16, 8, 8, 1, 1, 1, 4, 32 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 2, 8, 8, 16, 8, 1, 1, 2, 1, 32 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 4, 4, 32 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics Skylake ULT GT2", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
{ "Iris Pro", { 2, 16, 16, 8, 8, 1, 1, 2, 2, 32 } },
{ "default", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GeForce GTX 1080", { 8, 8, 16, 16, 8, 1, 1, 2, 2, 32 } },
{ "GeForce GTX 750 Ti", { 16, 8, 8, 16, 8, 1, 1, 2, 1, 16 } },
{ "GeForce GTX TITAN Black", { 2, 8, 8, 16, 16, 1, 1, 1, 1, 16 } },
{ "TITAN X (Pascal)", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 1, 2, 16 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 2, 32, 32, 8, 8, 1, 1, 1, 1, 32 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemmDirectDouble = {
"XgemmDirect", Precision::kDouble, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
{ "Ellesmere", { 8, 16, 16, 8, 16, 1, 1, 2, 1, 32 } },
{ "Fiji", { 16, 8, 8, 8, 16, 1, 1, 1, 1, 16 } },
{ "Tonga", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 32 } },
{ "default", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 2, 8, 8, 8, 8, 1, 1, 4, 4, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 8, 8, 8, 8, 8, 0, 0, 1, 4, 32 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 2, 8, 8, 8, 8, 1, 1, 4, 4, 32 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 4, 2, 32 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GeForce GTX 1080", { 2, 16, 16, 8, 8, 1, 1, 1, 2, 16 } },
{ "GeForce GTX 750 Ti", { 2, 8, 8, 8, 8, 1, 1, 2, 4, 32 } },
{ "GeForce GTX TITAN Black", { 8, 16, 16, 16, 8, 1, 0, 1, 1, 16 } },
{ "TITAN X (Pascal)", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 16 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 1, 2, 16 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 2, 8, 8, 8, 8, 1, 1, 2, 2, 16 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemmDirectComplexDouble = {
"XgemmDirect", Precision::kComplexDouble, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
{ "Ellesmere", { 16, 32, 32, 16, 8, 0, 0, 1, 1, 32 } },
{ "Fiji", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
{ "Tonga", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
{ "default", { 2, 16, 16, 16, 16, 1, 1, 1, 1, 16 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 2, 8, 8, 32, 8, 0, 0, 1, 1, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 8, 16, 16, 8, 8, 0, 0, 2, 1, 32 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 8, 16, 8, 8, 8, 0, 0, 2, 2, 32 } },
{ "default", { 2, 8, 8, 8, 8, 1, 1, 2, 2, 16 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GeForce GTX 1080", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
{ "GeForce GTX 750 Ti", { 2, 32, 32, 8, 8, 1, 1, 1, 1, 32 } },
{ "GeForce GTX TITAN Black", { 2, 8, 8, 8, 8, 1, 1, 1, 1, 8 } },
{ "TITAN X (Pascal)", { 2, 16, 16, 8, 8, 1, 1, 1, 2, 16 } },
{ "default", { 2, 16, 16, 8, 8, 1, 1, 1, 1, 16 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 2, 8, 8, 8, 8, 1, 1, 1, 2, 16 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm_Direct' kernels.
//
// =================================================================================================
#include "database/kernels/xgemm_direct/xgemm_direct_16.hpp"
#include "database/kernels/xgemm_direct/xgemm_direct_32.hpp"
#include "database/kernels/xgemm_direct/xgemm_direct_3232.hpp"
#include "database/kernels/xgemm_direct/xgemm_direct_64.hpp"
#include "database/kernels/xgemm_direct/xgemm_direct_6464.hpp"

45
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm_Direct16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmDirectHalf = {
"XgemmDirect", Precision::kHalf, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 32, 8, 8, 32, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 8, 8, 32, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 32, 8, 8, 32, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 8, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 8, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm_Direct32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmDirectSingle = {
"XgemmDirect", Precision::kSingle, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 2, 8, 8, 32, 32, 1, 1, 2, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 32, 32, 1, 1, 2, 1, 32, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 2, 8, 8, 8, 8, 1, 1, 2, 2, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 16, 16, 32, 8, 0, 1, 1, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 16, 32, 8, 0, 1, 1, 1, 32, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 8, 8, 16, 8, 8, 1, 0, 2, 2, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 8, 16, 8, 8, 1, 0, 2, 2, 32, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 2, 8, 8, 8, 8, 0, 0, 1, 8, 64, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 16, 16, 8, 8, 8, 0, 0, 2, 4, 32, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 2, 8, 8, 8, 8, 0, 0, 2, 2, 64, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 4, 2, 32, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 8, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 2, 16, 16, 8, 8, 1, 1, 2, 4, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 8, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM3.0", {
{ Name{"GeForce GT 650M "}, Params{ 16, 16, 16, 8, 16, 1, 0, 2, 2, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 16, 8, 16, 1, 0, 2, 2, 32, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 2, 8, 8, 16, 16, 1, 1, 4, 2, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 16, 16, 1, 1, 4, 2, 32, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 Ti "}, Params{ 2, 8, 8, 8, 8, 1, 1, 4, 2, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 4, 2, 32, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1080 "}, Params{ 16, 16, 8, 16, 8, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 32, 8, 8, 16, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 4, 2, 32, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 8, 8, 16, 16, 1, 1, 4, 2, 32, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 2, 8, 8, 8, 8, 1, 1, 2, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 2, 1, 16, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 2, 16, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

89
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm_Direct3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmDirectComplexSingle = {
"XgemmDirect", Precision::kComplexSingle, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 2, 16, 16, 16, 16, 1, 1, 2, 2, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 2, 2, 32, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 2, 8, 8, 8, 8, 1, 1, 2, 2, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 2, 2, 16, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 8, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 8, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 2, 2, 32, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 2, 8, 8, 8, 8, 0, 0, 4, 4, 32, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 2, 16, 16, 8, 8, 1, 1, 1, 4, 32, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 2, 8, 8, 16, 8, 1, 1, 2, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 4, 4, 32, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 2, 16, 16, 8, 8, 1, 1, 2, 2, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 2, 8, 8, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 Ti "}, Params{ 16, 8, 8, 16, 8, 1, 1, 2, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 8, 16, 8, 1, 1, 2, 1, 16, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1080 "}, Params{ 8, 8, 16, 16, 8, 1, 1, 2, 2, 32, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 8, 8, 1, 1, 2, 4, 32, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 2, 16, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 2, 32, 32, 8, 8, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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src/database/kernels/xgemm_direct/xgemm_direct_64.hpp 100644
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm_Direct64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmDirectDouble = {
"XgemmDirect", Precision::kDouble, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 16, 16, 8, 16, 1, 1, 2, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 16, 8, 16, 1, 1, 2, 1, 32, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 16, 8, 8, 8, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 2, 8, 8, 8, 8, 1, 1, 4, 4, 32, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 8, 8, 8, 8, 8, 0, 0, 1, 4, 32, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 2, 8, 8, 8, 8, 1, 1, 4, 4, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 4, 2, 32, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 8, 16, 16, 16, 8, 1, 0, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 16, 16, 8, 1, 0, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 Ti "}, Params{ 2, 8, 8, 8, 8, 1, 1, 2, 4, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 2, 4, 32, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1080 "}, Params{ 2, 16, 16, 8, 8, 1, 1, 1, 2, 16, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 2, 16, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 2, 2, 16, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

76
src/database/kernels/xgemm_direct/xgemm_direct_6464.hpp 100644
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemm_Direct6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemmDirectComplexDouble = {
"XgemmDirect", Precision::kComplexDouble, {"KWID", "MDIMAD", "MDIMCD", "NDIMBD", "NDIMCD", "PADA", "PADB", "VWMD", "VWND", "WGD"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 16, 32, 32, 16, 8, 0, 0, 1, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 32, 32, 16, 8, 0, 0, 1, 1, 32, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 16, 16, 16, 16, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 2, 8, 8, 32, 8, 0, 0, 1, 1, 32, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 8, 16, 16, 8, 8, 0, 0, 2, 1, 32, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 8, 16, 8, 8, 8, 0, 0, 2, 2, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 2, 2, 16, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM3.5", {
{ Name{"GeForce GTX TITAN Black "}, Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 8, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 1, 8, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 Ti "}, Params{ 2, 32, 32, 8, 8, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 32, 32, 8, 8, 1, 1, 1, 1, 32, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1080 "}, Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 2, 16, 16, 8, 8, 1, 1, 1, 2, 16, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 2, 16, 16, 8, 8, 1, 1, 1, 1, 16, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 2, 8, 8, 8, 8, 1, 1, 1, 2, 16, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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@ -1,306 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Xgemv' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XgemvHalf = {
"Xgemv", Precision::kHalf, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 256, 1 } },
{ "default", { 256, 1 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 64, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 256, 1 } },
{ "default", { 64, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 64, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvSingle = {
"Xgemv", Precision::kSingle, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 128, 1 } },
{ "ATI Radeon HD 6750M", { 32, 1 } },
{ "Ellesmere", { 256, 1 } },
{ "Fiji", { 128, 1 } },
{ "Hawaii", { 128, 1 } },
{ "Oland", { 128, 1 } },
{ "Pitcairn", { 256, 1 } },
{ "Tahiti", { 256, 1 } },
{ "Tonga", { 128, 2 } },
{ "Turks", { 32, 1 } },
{ "default", { 128, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 128, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 64, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 32, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 64, 4 } },
{ "default", { 64, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 256, 1 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 64, 1 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 64, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 256, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 1 } },
{ "Iris", { 64, 2 } },
{ "Iris Pro", { 128, 1 } },
{ "default", { 128, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 64, 1 } },
{ "default", { 64, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 256, 1 } },
{ "GeForce GT 650M", { 256, 1 } },
{ "GeForce GTX 1070", { 128, 1 } },
{ "GeForce GTX 1080", { 32, 1 } },
{ "GeForce GTX 480", { 64, 1 } },
{ "GeForce GTX 670", { 64, 1 } },
{ "GeForce GTX 680", { 256, 1 } },
{ "GeForce GTX 750", { 256, 1 } },
{ "GeForce GTX 750 Ti", { 32, 1 } },
{ "GeForce GTX 980", { 128, 1 } },
{ "GeForce GTX TITAN", { 256, 1 } },
{ "GeForce GTX TITAN Black", { 256, 1 } },
{ "GeForce GTX TITAN X", { 256, 1 } },
{ "TITAN X (Pascal)", { 32, 1 } },
{ "Tesla K20m", { 128, 1 } },
{ "Tesla K40m", { 256, 1 } },
{ "default", { 256, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 64, 1 } },
{ "default", { 64, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 128, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvComplexSingle = {
"Xgemv", Precision::kComplexSingle, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 64, 1 } },
{ "ATI Radeon HD 6750M", { 64, 1 } },
{ "Ellesmere", { 32, 1 } },
{ "Fiji", { 32, 1 } },
{ "Hawaii", { 64, 1 } },
{ "Oland", { 64, 1 } },
{ "Pitcairn", { 64, 1 } },
{ "Tahiti", { 64, 1 } },
{ "Tonga", { 32, 1 } },
{ "Turks", { 64, 1 } },
{ "default", { 64, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 128, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 128, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 64, 4 } },
{ "default", { 64, 2 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 64, 1 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 64, 1 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 128, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 256, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 64, 1 } },
{ "Iris", { 256, 1 } },
{ "Iris Pro", { 64, 1 } },
{ "default", { 64, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 64, 1 } },
{ "default", { 64, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 256, 1 } },
{ "GeForce GTX 1070", { 64, 1 } },
{ "GeForce GTX 1080", { 32, 1 } },
{ "GeForce GTX 480", { 64, 1 } },
{ "GeForce GTX 670", { 64, 1 } },
{ "GeForce GTX 680", { 64, 1 } },
{ "GeForce GTX 750", { 128, 1 } },
{ "GeForce GTX 750 Ti", { 32, 1 } },
{ "GeForce GTX TITAN", { 256, 1 } },
{ "GeForce GTX TITAN Black", { 32, 1 } },
{ "TITAN X (Pascal)", { 32, 1 } },
{ "default", { 64, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 64, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvDouble = {
"Xgemv", Precision::kDouble, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 64, 1 } },
{ "Ellesmere", { 32, 1 } },
{ "Fiji", { 32, 1 } },
{ "Hawaii", { 128, 1 } },
{ "Oland", { 256, 1 } },
{ "Pitcairn", { 256, 1 } },
{ "Tahiti", { 256, 1 } },
{ "Tonga", { 32, 1 } },
{ "default", { 256, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 64, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 64, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 128, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 64, 4 } },
{ "default", { 64, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 64, 1 } },
{ "default", { 64, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 128, 1 } },
{ "GeForce GTX 1070", { 64, 1 } },
{ "GeForce GTX 1080", { 32, 1 } },
{ "GeForce GTX 480", { 256, 1 } },
{ "GeForce GTX 670", { 128, 1 } },
{ "GeForce GTX 680", { 128, 1 } },
{ "GeForce GTX 750", { 64, 1 } },
{ "GeForce GTX 750 Ti", { 32, 1 } },
{ "GeForce GTX 980", { 64, 1 } },
{ "GeForce GTX TITAN", { 256, 1 } },
{ "GeForce GTX TITAN Black", { 32, 1 } },
{ "GeForce GTX TITAN X", { 64, 1 } },
{ "TITAN X (Pascal)", { 32, 1 } },
{ "Tesla K20m", { 256, 1 } },
{ "Tesla K40m", { 256, 1 } },
{ "default", { 128, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 128, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvComplexDouble = {
"Xgemv", Precision::kComplexDouble, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 64, 1 } },
{ "Ellesmere", { 32, 1 } },
{ "Fiji", { 64, 1 } },
{ "Hawaii", { 64, 1 } },
{ "Oland", { 256, 1 } },
{ "Pitcairn", { 256, 1 } },
{ "Tahiti", { 256, 1 } },
{ "Tonga", { 64, 1 } },
{ "default", { 64, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 64, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 64, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 128, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 32, 4 } },
{ "default", { 64, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 64, 1 } },
{ "default", { 64, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 128, 1 } },
{ "GeForce GTX 480", { 64, 1 } },
{ "GeForce GTX 670", { 128, 1 } },
{ "default", { 128, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 64, 1 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv' kernels.
//
// =================================================================================================
#include "database/kernels/xgemv/xgemv_16.hpp"
#include "database/kernels/xgemv/xgemv_32.hpp"
#include "database/kernels/xgemv/xgemv_3232.hpp"
#include "database/kernels/xgemv/xgemv_64.hpp"
#include "database/kernels/xgemv/xgemv_6464.hpp"

46
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@ -0,0 +1,46 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvHalf = {
"Xgemv", Precision::kHalf, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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@ -0,0 +1,153 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvSingle = {
"Xgemv", Precision::kSingle, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 32, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GT 650M "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvComplexSingle = {
"Xgemv", Precision::kComplexSingle, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvDouble = {
"Xgemv", Precision::kDouble, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

98
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@ -0,0 +1,98 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvComplexDouble = {
"Xgemv", Precision::kComplexDouble, {"WGS1", "WPT1"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 32, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

300
src/database/kernels/xgemv_fast.hpp
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@ -1,300 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XgemvFastHalf = {
"XgemvFast", Precision::kHalf, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 1, 32, 1 } },
{ "default", { 1, 32, 1 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 1, 16, 1 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 4, 64, 4 } },
{ "default", { 1, 16, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 16, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvFastSingle = {
"XgemvFast", Precision::kSingle, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 1, 128, 1 } },
{ "ATI Radeon HD 6750M", { 2, 64, 2 } },
{ "Ellesmere", { 1, 64, 1 } },
{ "Fiji", { 1, 64, 2 } },
{ "Hawaii", { 1, 64, 1 } },
{ "Oland", { 1, 64, 1 } },
{ "Pitcairn", { 1, 64, 1 } },
{ "Tahiti", { 1, 64, 1 } },
{ "Tonga", { 1, 16, 4 } },
{ "Turks", { 1, 256, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 1, 32, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 4, 128, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 4, 32, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 1, 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 2, 16, 4 } },
{ "default", { 4, 128, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 1, 256, 1 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 2, 32, 2 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 4, 128, 4 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 1, 64, 2 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 2, 32, 2 } },
{ "Iris", { 1, 128, 2 } },
{ "Iris Pro", { 4, 64, 4 } },
{ "default", { 2, 256, 2 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 1, 64, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 2, 256, 2 } },
{ "GeForce GT 650M", { 2, 32, 2 } },
{ "GeForce GTX 1070", { 1, 256, 1 } },
{ "GeForce GTX 1080", { 1, 128, 1 } },
{ "GeForce GTX 480", { 1, 128, 1 } },
{ "GeForce GTX 670", { 2, 256, 2 } },
{ "GeForce GTX 680", { 1, 128, 1 } },
{ "GeForce GTX 750", { 1, 256, 1 } },
{ "GeForce GTX 750 Ti", { 2, 32, 2 } },
{ "GeForce GTX 980", { 1, 256, 1 } },
{ "GeForce GTX TITAN", { 1, 256, 1 } },
{ "GeForce GTX TITAN Black", { 1, 256, 1 } },
{ "GeForce GTX TITAN X", { 1, 64, 1 } },
{ "TITAN X (Pascal)", { 1, 64, 1 } },
{ "Tesla K20m", { 1, 256, 1 } },
{ "Tesla K40m", { 1, 256, 1 } },
{ "default", { 1, 256, 1 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 1, 64, 4 } },
{ "default", { 1, 64, 4 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 64, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvFastComplexSingle = {
"XgemvFast", Precision::kComplexSingle, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 2, 256, 2 } },
{ "ATI Radeon HD 6750M", { 1, 128, 1 } },
{ "Ellesmere", { 1, 64, 1 } },
{ "Fiji", { 1, 16, 1 } },
{ "Hawaii", { 1, 64, 1 } },
{ "Oland", { 1, 64, 1 } },
{ "Pitcairn", { 1, 64, 1 } },
{ "Tahiti", { 1, 128, 1 } },
{ "Tonga", { 2, 32, 2 } },
{ "Turks", { 1, 16, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 2, 64, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 1, 128, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 2, 128, 2 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 4, 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 16, 4 } },
{ "default", { 1, 64, 2 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 2, 128, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 1, 32, 2 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 2, 128, 2 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 1, 32, 4 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 1, 32, 1 } },
{ "Iris", { 1, 64, 1 } },
{ "Iris Pro", { 4, 128, 4 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 1, 64, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 256, 1 } },
{ "GeForce GTX 1070", { 1, 64, 1 } },
{ "GeForce GTX 480", { 1, 64, 1 } },
{ "GeForce GTX 670", { 1, 64, 1 } },
{ "GeForce GTX 680", { 1, 64, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 64, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvFastDouble = {
"XgemvFast", Precision::kDouble, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 1, 256, 1 } },
{ "Ellesmere", { 1, 128, 1 } },
{ "Fiji", { 1, 32, 1 } },
{ "Hawaii", { 1, 64, 1 } },
{ "Oland", { 1, 64, 1 } },
{ "Pitcairn", { 1, 64, 1 } },
{ "Tahiti", { 1, 64, 1 } },
{ "Tonga", { 2, 32, 2 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 1, 64, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 4, 128, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 1, 16, 1 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 1, 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 1, 16, 4 } },
{ "default", { 1, 64, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 1, 64, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 256, 1 } },
{ "GeForce GTX 1070", { 1, 256, 1 } },
{ "GeForce GTX 1080", { 1, 32, 2 } },
{ "GeForce GTX 480", { 1, 64, 1 } },
{ "GeForce GTX 670", { 1, 128, 1 } },
{ "GeForce GTX 680", { 1, 128, 1 } },
{ "GeForce GTX 750", { 2, 256, 2 } },
{ "GeForce GTX 750 Ti", { 1, 32, 2 } },
{ "GeForce GTX 980", { 1, 64, 1 } },
{ "GeForce GTX TITAN", { 1, 256, 1 } },
{ "GeForce GTX TITAN Black", { 1, 256, 1 } },
{ "GeForce GTX TITAN X", { 1, 128, 1 } },
{ "TITAN X (Pascal)", { 1, 32, 1 } },
{ "Tesla K20m", { 1, 128, 1 } },
{ "Tesla K40m", { 1, 256, 1 } },
{ "default", { 1, 256, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 64, 1 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvFastComplexDouble = {
"XgemvFast", Precision::kComplexDouble, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 1, 256, 1 } },
{ "Ellesmere", { 1, 16, 1 } },
{ "Fiji", { 1, 16, 1 } },
{ "Hawaii", { 1, 64, 1 } },
{ "Oland", { 1, 256, 1 } },
{ "Pitcairn", { 1, 64, 1 } },
{ "Tahiti", { 1, 64, 1 } },
{ "Tonga", { 1, 32, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 32, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 2, 64, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 1, 64, 4 } },
{ "Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz", { 4, 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 1, 16, 2 } },
{ "default", { 4, 64, 4 } },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "Intel(R) Many Integrated Core Acceleration Card", { 1, 64, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 1, 128, 1 } },
{ "GeForce GTX 480", { 1, 64, 1 } },
{ "GeForce GTX 670", { 1, 64, 1 } },
{ "default", { 1, 64, 1 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 1, 64, 1 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast' kernels.
//
// =================================================================================================
#include "database/kernels/xgemv_fast/xgemv_fast_16.hpp"
#include "database/kernels/xgemv_fast/xgemv_fast_32.hpp"
#include "database/kernels/xgemv_fast/xgemv_fast_3232.hpp"
#include "database/kernels/xgemv_fast/xgemv_fast_64.hpp"
#include "database/kernels/xgemv_fast/xgemv_fast_6464.hpp"

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastHalf = {
"XgemvFast", Precision::kHalf, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 4, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastSingle = {
"XgemvFast", Precision::kSingle, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 1, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 1, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 2, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 1, 32, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 4, 32, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 2, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 2, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 1, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 2, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 1, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 4, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 2, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GT 650M "}, Params{ 2, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 2, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 2, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

125
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastComplexSingle = {
"XgemvFast", Precision::kComplexSingle, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 2, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 2, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 2, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 1, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 2, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 4, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 2, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 2, 128, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 1, 32, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

122
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@ -0,0 +1,122 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastDouble = {
"XgemvFast", Precision::kDouble, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 2, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 4, 128, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 1, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K20m "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Tesla K40m "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 2, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 256, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.2", {
{ Name{"GeForce GTX 980 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN X "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 1, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

98
src/database/kernels/xgemv_fast/xgemv_fast_6464.hpp 100644
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@ -0,0 +1,98 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastComplexDouble = {
"XgemvFast", Precision::kComplexDouble, {"VW2", "WGS2", "WPT2"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 1, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 256, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 32, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 32, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 2, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 1, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz "}, Params{ 4, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 1, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel accelerators
kDeviceTypeAccelerator, "Intel", {
{ "default", {
{ Name{"Intel(R) Many Integrated Core Acceleration Card "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 1, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 1, 64, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

213
src/database/kernels/xgemv_fast_rot.hpp
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@ -1,213 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast_Rot' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XgemvFastRotHalf = {
"XgemvFastRot", Precision::kHalf, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 8, 32, 32 } },
{ "default", { 8, 32, 32 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics Skylake ULT GT2", { 8, 128, 32 } },
{ "default", { 8, 128, 32 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 8, 128, 32 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvFastRotSingle = {
"XgemvFastRot", Precision::kSingle, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 8, 64, 32 } },
{ "ATI Radeon HD 6750M", { 8, 128, 16 } },
{ "Ellesmere", { 8, 32, 32 } },
{ "Fiji", { 4, 32, 16 } },
{ "Tonga", { 8, 128, 32 } },
{ "Turks", { 8, 128, 16 } },
{ "default", { 8, 32, 32 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 32, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 8, 128, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 32, 32 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 8, 16, 8 } },
{ "default", { 8, 32, 32 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 8, 64, 32 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 4, 64, 16 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 2, 32, 16 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 4, 64, 16 } },
{ "Iris Pro", { 4, 16, 16 } },
{ "default", { 4, 64, 16 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GeForce GT 650M", { 8, 32, 16 } },
{ "GeForce GTX 1080", { 8, 32, 32 } },
{ "GeForce GTX 750 Ti", { 8, 32, 32 } },
{ "GeForce GTX TITAN", { 1, 16, 16 } },
{ "GeForce GTX TITAN Black", { 4, 128, 16 } },
{ "TITAN X (Pascal)", { 8, 64, 32 } },
{ "default", { 8, 32, 32 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 4, 64, 16 } },
{ "default", { 4, 64, 16 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 8, 32, 32 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvFastRotComplexSingle = {
"XgemvFastRot", Precision::kComplexSingle, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 8, 16, 16 } },
{ "ATI Radeon HD 6750M", { 8, 32, 8 } },
{ "Ellesmere", { 2, 32, 16 } },
{ "Fiji", { 4, 32, 32 } },
{ "Tonga", { 4, 32, 32 } },
{ "Turks", { 4, 32, 8 } },
{ "default", { 8, 16, 16 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 32, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 8, 32, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 32, 32 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 4, 16, 16 } },
{ "default", { 4, 32, 32 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 2, 16, 16 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 4, 128, 8 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 4, 32, 8 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 4, 64, 16 } },
{ "Iris Pro", { 4, 16, 16 } },
{ "default", { 2, 32, 8 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 4, 16, 16 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvFastRotDouble = {
"XgemvFastRot", Precision::kDouble, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 4, 16, 16 } },
{ "Ellesmere", { 4, 16, 16 } },
{ "Fiji", { 4, 32, 32 } },
{ "Tonga", { 4, 16, 16 } },
{ "default", { 4, 16, 16 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 4, 32, 32 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 8, 16, 8 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 4, 32, 32 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 8, 16, 8 } },
{ "default", { 8, 32, 32 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GeForce GTX 1080", { 8, 32, 32 } },
{ "GeForce GTX 750 Ti", { 4, 32, 16 } },
{ "GeForce GTX TITAN", { 1, 16, 16 } },
{ "GeForce GTX TITAN Black", { 1, 16, 16 } },
{ "TITAN X (Pascal)", { 8, 32, 32 } },
{ "default", { 4, 32, 16 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 4, 16, 16 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgemvFastRotComplexDouble = {
"XgemvFastRot", Precision::kComplexDouble, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 4, 32, 16 } },
{ "Ellesmere", { 4, 16, 16 } },
{ "Fiji", { 4, 32, 8 } },
{ "Tonga", { 4, 16, 8 } },
{ "default", { 8, 32, 16 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 2, 16, 16 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 4, 64, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 2, 16, 16 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 8, 16, 16 } },
{ "default", { 8, 16, 16 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 4, 16, 16 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

14
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast_Rot' kernels.
//
// =================================================================================================
#include "database/kernels/xgemv_fast_rot/xgemv_fast_rot_16.hpp"
#include "database/kernels/xgemv_fast_rot/xgemv_fast_rot_32.hpp"
#include "database/kernels/xgemv_fast_rot/xgemv_fast_rot_3232.hpp"
#include "database/kernels/xgemv_fast_rot/xgemv_fast_rot_64.hpp"
#include "database/kernels/xgemv_fast_rot/xgemv_fast_rot_6464.hpp"

45
src/database/kernels/xgemv_fast_rot/xgemv_fast_rot_16.hpp 100644
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast_Rot16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastRotHalf = {
"XgemvFastRot", Precision::kHalf, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 8, 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 8, 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

110
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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast_Rot32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastRotSingle = {
"XgemvFastRot", Precision::kSingle, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 4, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 8, 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 8, 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 128, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 8, 128, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 128, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 8, 128, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 128, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 8, 128, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 8, 16, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 8, 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 4, 64, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 2, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 4, 64, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 64, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM3.0", {
{ Name{"GeForce GT 650M "}, Params{ 8, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 4, 128, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 Ti "}, Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1080 "}, Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 64, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 4, 64, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 64, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

77
src/database/kernels/xgemv_fast_rot/xgemv_fast_rot_3232.hpp 100644
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@ -0,0 +1,77 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast_Rot3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastRotComplexSingle = {
"XgemvFastRot", Precision::kComplexSingle, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 2, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 8, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 4, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 8, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 8, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 2, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 4, 128, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 4, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 4, 64, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 2, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

78
src/database/kernels/xgemv_fast_rot/xgemv_fast_rot_64.hpp 100644
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@ -0,0 +1,78 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast_Rot64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastRotDouble = {
"XgemvFastRot", Precision::kDouble, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 8, 16, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 4, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 8, 16, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 1, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 1, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 1, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 Ti "}, Params{ 4, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1080 "}, Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 4, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

57
src/database/kernels/xgemv_fast_rot/xgemv_fast_rot_6464.hpp 100644
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@ -0,0 +1,57 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xgemv_Fast_Rot6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgemvFastRotComplexDouble = {
"XgemvFastRot", Precision::kComplexDouble, {"VW3", "WGS3", "WPT3"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 4, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 4, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 32, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 4, 16, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 16, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 8, 32, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 2, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 4, 64, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 2, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 8, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 4, 16, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

316
src/database/kernels/xger.hpp
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@ -1,316 +0,0 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
// width of 100 characters per line.
//
// Author(s):
// Database generator <database.py>
//
// This file populates the database with best-found tuning parameters for the 'Xger' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XgerHalf = {
"Xger", Precision::kHalf, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", { 64, 1, 2 } },
{ "default", { 64, 1, 2 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 256, 1, 2 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 64, 1, 4 } },
{ "default", { 4, 8, 2 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 64, 4, 2 } },
{ "default", { 64, 4, 2 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 64, 1, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgerSingle = {
"Xger", Precision::kSingle, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 256, 1, 1 } },
{ "ATI Radeon HD 6750M", { 16, 16, 4 } },
{ "Ellesmere", { 64, 4, 2 } },
{ "Fiji", { 256, 1, 1 } },
{ "Hawaii", { 64, 2, 1 } },
{ "Oland", { 32, 4, 2 } },
{ "Pitcairn", { 64, 1, 1 } },
{ "Tahiti", { 256, 1, 1 } },
{ "Tonga", { 256, 1, 2 } },
{ "Turks", { 64, 4, 2 } },
{ "default", { 16, 16, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 64, 4, 4 } },
{ "default", { 64, 4, 4 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 32, 4, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 128, 2, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 256, 16, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 256, 4, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 128, 1, 4 } },
{ "default", { 128, 8, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 32, 1, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 256, 2, 2 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 128, 1, 2 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 64, 1, 4 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 32, 4, 4 } },
{ "Iris Pro", { 64, 1, 4 } },
{ "default", { 32, 4, 2 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 128, 1, 2 } },
{ "GeForce GT 650M", { 32, 16, 4 } },
{ "GeForce GTX 1070", { 512, 1, 1 } },
{ "GeForce GTX 1080", { 16, 4, 1 } },
{ "GeForce GTX 480", { 256, 1, 4 } },
{ "GeForce GTX 670", { 32, 8, 2 } },
{ "GeForce GTX 680", { 128, 1, 4 } },
{ "GeForce GTX 750", { 64, 16, 4 } },
{ "GeForce GTX 750 Ti", { 64, 1, 2 } },
{ "GeForce GTX TITAN", { 32, 4, 2 } },
{ "GeForce GTX TITAN Black", { 32, 4, 2 } },
{ "TITAN X (Pascal)", { 512, 2, 1 } },
{ "default", { 128, 1, 2 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 128, 1, 2 } },
{ "default", { 128, 1, 2 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32, 4, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgerComplexSingle = {
"Xger", Precision::kComplexSingle, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 64, 4, 1 } },
{ "ATI Radeon HD 6750M", { 16, 16, 1 } },
{ "Ellesmere", { 16, 8, 2 } },
{ "Fiji", { 128, 2, 1 } },
{ "Hawaii", { 64, 1, 2 } },
{ "Oland", { 4, 8, 1 } },
{ "Pitcairn", { 128, 2, 1 } },
{ "Tahiti", { 64, 2, 1 } },
{ "Tonga", { 64, 1, 1 } },
{ "Turks", { 128, 2, 1 } },
{ "default", { 128, 2, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 128, 1, 1 } },
{ "default", { 128, 1, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 128, 2, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 256, 1, 4 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 256, 8, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 256, 2, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 512, 4, 2 } },
{ "default", { 256, 2, 4 } },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "Intel(R) HD Graphics 530", { 32, 1, 2 } },
{ "Intel(R) HD Graphics 5500 BroadWell U-Processor GT2", { 128, 2, 1 } },
{ "Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile", { 512, 1, 1 } },
{ "Intel(R) HD Graphics IvyBridge M GT2", { 256, 1, 2 } },
{ "Intel(R) HD Graphics Skylake ULT GT2", { 16, 1, 1 } },
{ "Iris Pro", { 16, 2, 4 } },
{ "default", { 128, 2, 2 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 64, 4, 2 } },
{ "GeForce GTX 1070", { 16, 64, 2 } },
{ "GeForce GTX 1080", { 32, 2, 1 } },
{ "GeForce GTX 480", { 128, 2, 2 } },
{ "GeForce GTX 670", { 16, 32, 2 } },
{ "GeForce GTX 680", { 32, 4, 2 } },
{ "GeForce GTX 750", { 32, 16, 4 } },
{ "GeForce GTX 750 Ti", { 32, 8, 2 } },
{ "GeForce GTX TITAN", { 16, 16, 2 } },
{ "GeForce GTX TITAN Black", { 16, 16, 2 } },
{ "TITAN X (Pascal)", { 32, 2, 1 } },
{ "default", { 128, 2, 2 } },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "QUALCOMM Adreno(TM)", { 64, 1, 4 } },
{ "default", { 64, 1, 4 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 64, 2, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgerDouble = {
"Xger", Precision::kDouble, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 32, 4, 1 } },
{ "Ellesmere", { 64, 1, 4 } },
{ "Fiji", { 256, 1, 2 } },
{ "Hawaii", { 32, 4, 2 } },
{ "Oland", { 128, 1, 2 } },
{ "Pitcairn", { 64, 1, 1 } },
{ "Tahiti", { 64, 2, 1 } },
{ "Tonga", { 8, 16, 2 } },
{ "default", { 128, 2, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 64, 4, 1 } },
{ "default", { 64, 4, 1 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 256, 1, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 512, 16, 1 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 256, 1, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 256, 4, 4 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 512, 8, 2 } },
{ "default", { 256, 1, 4 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 128, 8, 2 } },
{ "GeForce GTX 1070", { 32, 8, 1 } },
{ "GeForce GTX 1080", { 32, 2, 1 } },
{ "GeForce GTX 480", { 32, 4, 2 } },
{ "GeForce GTX 670", { 32, 32, 2 } },
{ "GeForce GTX 680", { 128, 4, 2 } },
{ "GeForce GTX 750", { 256, 2, 2 } },
{ "GeForce GTX 750 Ti", { 32, 16, 1 } },
{ "GeForce GTX TITAN", { 16, 8, 2 } },
{ "GeForce GTX TITAN Black", { 32, 4, 2 } },
{ "TITAN X (Pascal)", { 32, 2, 1 } },
{ "default", { 128, 1, 2 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 128, 1, 2 } },
}
},
}
};
// =================================================================================================
const Database::DatabaseEntry XgerComplexDouble = {
"Xger", Precision::kComplexDouble, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "AMD Radeon R9 M370X Compute Engine", { 64, 1, 1 } },
{ "Ellesmere", { 8, 16, 1 } },
{ "Fiji", { 64, 4, 2 } },
{ "Hawaii", { 128, 1, 1 } },
{ "Oland", { 16, 16, 2 } },
{ "Pitcairn", { 64, 4, 1 } },
{ "Tahiti", { 32, 4, 1 } },
{ "Tonga", { 16, 4, 1 } },
{ "default", { 32, 4, 1 } },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "Mali-T628", { 64, 2, 4 } },
{ "default", { 64, 2, 4 } },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz", { 128, 4, 4 } },
{ "Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz", { 512, 4, 2 } },
{ "Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz", { 256, 8, 4 } },
{ "Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz", { 512, 2, 2 } },
{ "Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz", { 256, 1, 2 } },
{ "default", { 256, 2, 2 } },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "GRID K520", { 16, 8, 2 } },
{ "GeForce GTX 1070", { 8, 128, 1 } },
{ "GeForce GTX 1080", { 8, 4, 1 } },
{ "GeForce GTX 480", { 64, 2, 2 } },
{ "GeForce GTX 670", { 8, 16, 2 } },
{ "GeForce GTX 680", { 8, 16, 1 } },
{ "GeForce GTX 750", { 8, 32, 4 } },
{ "GeForce GTX 750 Ti", { 32, 8, 2 } },
{ "GeForce GTX TITAN", { 32, 4, 2 } },
{ "GeForce GTX TITAN Black", { 16, 16, 2 } },
{ "TITAN X (Pascal)", { 4, 8, 1 } },
{ "default", { 16, 8, 2 } },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 64, 2, 2 } },
}
},
}
};
// =================================================================================================
} // namespace database
} // namespace clblast

14
src/database/kernels/xger/xger.hpp 100644
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@ -0,0 +1,14 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xger' kernels.
//
// =================================================================================================
#include "database/kernels/xger/xger_16.hpp"
#include "database/kernels/xger/xger_32.hpp"
#include "database/kernels/xger/xger_3232.hpp"
#include "database/kernels/xger/xger_64.hpp"
#include "database/kernels/xger/xger_6464.hpp"

54
src/database/kernels/xger/xger_16.hpp 100644
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@ -0,0 +1,54 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xger16' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgerHalf = {
"Xger", Precision::kHalf, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 64, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 64, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 256, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 64, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 64, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

145
src/database/kernels/xger/xger_32.hpp 100644
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@ -0,0 +1,145 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xger32' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgerSingle = {
"Xger", Precision::kSingle, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 256, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 256, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 64, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 64, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 256, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 256, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 16, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 64, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 32, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 128, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 256, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 256, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 128, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 256, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 64, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 32, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 64, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 256, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GT 650M "}, Params{ 32, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 32, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 128, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 64, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 64, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 512, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 512, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 512, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xger3232' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgerComplexSingle = {
"Xger", Precision::kComplexSingle, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 64, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 64, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 4, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 4, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 64, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 64, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Turks", {
{ Name{"AMD Radeon HD 6770M "}, Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Vancouver", {
{ Name{"ATI Radeon HD 6750M "}, Params{ 16, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 128, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 128, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 256, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 256, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 256, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 512, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel GPUs
kDeviceTypeGPU, "Intel", {
{ "default", {
{ Name{"Intel(R) HD Graphics 530 "}, Params{ 32, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics 5500 BroadWell U-Processor GT"}, Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Haswell Ultrabook GT2 Mobile "}, Params{ 512, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics IvyBridge M GT2 "}, Params{ 256, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) HD Graphics Skylake ULT GT2 "}, Params{ 16, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Iris Pro "}, Params{ 16, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 128, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 16, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 32, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 16, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 16, 64, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // QUALCOMM GPUs
kDeviceTypeGPU, "QUALCOMM", {
{ "default", {
{ Name{"QUALCOMM Adreno(TM) "}, Params{ 64, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 64, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

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src/database/kernels/xger/xger_64.hpp 100644
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@ -0,0 +1,115 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xger64' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgerDouble = {
"Xger", Precision::kDouble, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 64, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 256, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 64, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 64, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 8, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 64, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 256, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 512, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 256, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 256, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 512, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 128, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 32, 32, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 128, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 256, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 32, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 2, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 128, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

115
src/database/kernels/xger/xger_6464.hpp 100644
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@ -0,0 +1,115 @@
// =================================================================================================
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. It
// is auto-generated by the 'scripts/database/database.py' Python script.
//
// This file populates the database with best-found tuning parameters for the 'Xger6464' kernels.
//
// =================================================================================================
namespace clblast {
namespace database {
const DatabaseEntry XgerComplexDouble = {
"Xger", Precision::kComplexDouble, {"WGS1", "WGS2", "WPT"}, {
{ // AMD GPUs
kDeviceTypeGPU, "AMD", {
{ "Ellesmere", {
{ Name{"AMD Radeon RX 480 "}, Params{ 8, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Fiji", {
{ Name{"AMD Radeon R9 Fury X "}, Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"AMD Radeon R9 M370X Compute Engine "}, Params{ 64, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Hawaii", {
{ Name{"AMD Radeon R9 290X "}, Params{ 128, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 128, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Oland", {
{ Name{"Oland "}, Params{ 16, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Pitcairn", {
{ Name{"AMD Radeon R9 270X "}, Params{ 64, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tahiti", {
{ Name{"AMD Radeon HD 7970 "}, Params{ 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "Tonga", {
{ Name{"AMD Radeon R9 380 "}, Params{ 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 32, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // ARM GPUs
kDeviceTypeGPU, "ARM", {
{ "default", {
{ Name{"Mali-T628 "}, Params{ 64, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 2, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Intel CPUs
kDeviceTypeCPU, "Intel", {
{ "default", {
{ Name{"Intel(R) Core(TM) i7-2670QM CPU @ 2.20GHz "}, Params{ 128, 4, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i5-6200U CPU @ 2.30GHz "}, Params{ 512, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7 CPU 920 @ 2.67GHz "}, Params{ 256, 8, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-4790K CPU @ 4.00GHz "}, Params{ 512, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"Intel(R) Core(TM) i7-5930K CPU @ 3.50GHz "}, Params{ 256, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 256, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // NVIDIA GPUs
kDeviceTypeGPU, "NVIDIA", {
{ "SM2.0", {
{ Name{"GeForce GTX 480 "}, Params{ 64, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 64, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.0", {
{ Name{"GRID K520 "}, Params{ 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 670 "}, Params{ 8, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 680 "}, Params{ 8, 16, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM3.5", {
{ Name{"GeForce GTX TITAN "}, Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX TITAN Black "}, Params{ 16, 16, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM5.0", {
{ Name{"GeForce GTX 750 "}, Params{ 8, 32, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 750 Ti "}, Params{ 32, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 32, 1, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "SM6.1", {
{ Name{"GeForce GTX 1070 "}, Params{ 8, 128, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"GeForce GTX 1080 "}, Params{ 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ Name{"TITAN X (Pascal) "}, Params{ 4, 8, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
{ kDeviceNameDefault , Params{ 8, 4, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
{ "default", {
{ kDeviceNameDefault , Params{ 16, 8, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
{ // Default
kDeviceTypeAll, "default", {
{ "default", {
{ kDeviceNameDefault , Params{ 64, 2, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } },
} },
}
},
}
};
} // namespace database
} // namespace clblast

20
src/database/kernels/xtrsv.hpp
View File

@ -15,11 +15,11 @@ namespace clblast {
namespace database {
// =================================================================================================
const Database::DatabaseEntry XtrsvHalf = {
const DatabaseEntry XtrsvHalf = {
"Xtrsv", Precision::kHalf, {"TRSV_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32 } },
{ "default", { { kDeviceNameDefault, Params{ 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -27,11 +27,11 @@ const Database::DatabaseEntry XtrsvHalf = {
// =================================================================================================
const Database::DatabaseEntry XtrsvSingle = {
const DatabaseEntry XtrsvSingle = {
"Xtrsv", Precision::kSingle, {"TRSV_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32 } },
{ "default", { { kDeviceNameDefault, Params{ 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -39,11 +39,11 @@ const Database::DatabaseEntry XtrsvSingle = {
// =================================================================================================
const Database::DatabaseEntry XtrsvComplexSingle = {
const DatabaseEntry XtrsvComplexSingle = {
"Xtrsv", Precision::kComplexSingle, {"TRSV_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32 } },
{ "default", { { kDeviceNameDefault, Params{ 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -51,11 +51,11 @@ const Database::DatabaseEntry XtrsvComplexSingle = {
// =================================================================================================
const Database::DatabaseEntry XtrsvDouble = {
const DatabaseEntry XtrsvDouble = {
"Xtrsv", Precision::kDouble, {"TRSV_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32 } },
{ "default", { { kDeviceNameDefault, Params{ 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}
@ -63,11 +63,11 @@ const Database::DatabaseEntry XtrsvDouble = {
// =================================================================================================
const Database::DatabaseEntry XtrsvComplexDouble = {
const DatabaseEntry XtrsvComplexDouble = {
"Xtrsv", Precision::kComplexDouble, {"TRSV_BLOCK_SIZE"}, {
{ // Default
kDeviceTypeAll, "default", {
{ "default", { 32 } },
{ "default", { { kDeviceNameDefault, Params{ 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 } } } },
}
},
}

4
src/routine.cpp
View File

@ -51,7 +51,7 @@ const std::unordered_map<std::string, const std::vector<std::string>> Routine::r
// The constructor does all heavy work, errors are returned as exceptions
Routine::Routine(Queue &queue, EventPointer event, const std::string &name,
const std::vector<std::string> &kernel_names, const Precision precision,
const std::vector<Database::DatabaseEntry> &userDatabase,
const std::vector<database::DatabaseEntry> &userDatabase,
std::initializer_list<const char *> source):
precision_(precision),
routine_name_(name),
@ -67,7 +67,7 @@ Routine::Routine(Queue &queue, EventPointer event, const std::string &name,
InitProgram(source);
}
void Routine::InitDatabase(const std::vector<Database::DatabaseEntry> &userDatabase) {
void Routine::InitDatabase(const std::vector<database::DatabaseEntry> &userDatabase) {
for (const auto &kernel_name : kernel_names_) {
// Queries the cache to see whether or not the kernel parameter database is already there

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