def test_kaldi_repair_add_mat():
test_block = Block((-1, -1, 0), (1, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (33, 1, 1))
global_current_env = parse_function(
"./kaldi-repair/_add_diag_mat_repair.ll")
arguments = generate_arguments(
global_current_env.get_value("@_Z17_add_diag_mat_matdPdiPKdiiiS1_iid"),
{
"%beta": 137.667712982,
"%N_col_stride": 25,
"%v_dim": 12,
"%alpha": 55.3145449404,
"%M_cols": 1,
"%M_row_stride": 63,
"%N_row_stride": 7, # -70,
"%M_col_stride": 2
})
arguments["main_memory"] = {
'global': None,
'shared': "@_ZZ17_add_diag_mat_matdPdiPKdiiiS1_iidE9temp_data",
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value(
"@_Z17_add_diag_mat_matdPdiPKdiiiS1_iid")
construct_memory_execute_mode(test_block, test_thread, 256, 256,
raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_current_env, False)
def main_test():
test_block = Block((-1, -1, 0), (2, 1, 1))
test_thread = Thread((-1, -1, 0), (128, 1, 1))
num_elements = DataType('i32')
num_elements.set_value(100)
global_env_test = Environment()
shared_memory_test = DataType("[256 x double]*")
shared_memory_test.set_value("@_ZZL8_vec_sumIdEvPT_S1_iE8row_data")
global_env_test.add_value("@_ZZL8_vec_sumIdEvPT_S1_iE8row_data",
shared_memory_test)
args = {
"%v": DataType("double*"),
"%dim": num_elements,
"%sum": DataType("double*"),
"main_memory": {
"global": "%v",
"shared": "@_ZZL8_vec_sumIdEvPT_S1_iE8row_data"
}
}
args["%v"].set_value("%v")
from MainProcess import construct_memory_execute_mode
from MainProcess import parse_target_memory_and_checking_sync
Function.read_function_from_file("./func.ll", global_env_test)
raw_code = global_env_test.get_value("@_ZL8_vec_sumIdEvPT_S1_i")
construct_memory_execute_mode(test_block, test_thread, 100, 256,
raw_code.raw_codes, args,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_env_test)
def test_thundersvm_c_smo_solve_kernel():
test_block = Block((-1, -1, 0), (1, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (34, 1, 1))
global_current_env = parse_function("./thundersvm-new-bug/new-fun.ll")
arguments = generate_arguments(
global_current_env.get_value(
"@_Z18c_smo_solve_kernelPKiPfS1_S1_S0_iffPKfS3_ifS1_i"), {
"%ws_size": 8,
"%Cp": 1.0,
"%Cn": 1.0,
"%row_len": 2,
"%eps": 1.0,
"%max_t_iter": 3,
})
arguments["main_memory"] = {
'global':
"%alpha",
'shared':
"@_ZZ18c_smo_solve_kernelPKiPfS1_S1_S0_iffPKfS3_ifS1_iE10shared_mem",
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value(
"@_Z18c_smo_solve_kernelPKiPfS1_S1_S0_iffPKfS3_ifS1_i")
construct_memory_execute_mode(test_block, test_thread, 256, 512,
raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_current_env, False)
def test_gunrock():
test_block = Block((-1, -1, 0), (4, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (33, 1, 1))
global_current_env = parse_function("./gunrock/gunrock.ll")
arguments = generate_arguments(
global_current_env.get_value("@_Z4JoiniiPKiS0_PiS0_S0_S0_S1_S1_"), {
"%edges": 1,
"%iter": 0,
})
arguments["main_memory"] = {
'global': "%froms_out",
'shared': None,
}
generate_memory_container([
"%pos",
"%intersect",
], global_current_env)
target_memory = global_current_env.get_value("memory_container")
fill_data_to_memory_by_list(target_memory, "%pos", [9, 10, 11])
fill_data_to_memory_by_list(target_memory, "%intersect", [5, 11, 3])
raw_code = global_current_env.get_value(
"@_Z4JoiniiPKiS0_PiS0_S0_S0_S1_S1_")
construct_memory_execute_mode(test_block, test_thread, 512, 512,
raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_current_env, False)
def test_trace_mat_mat_trans():
test_block = Block((-1, -1, 0), (1, 1, 1))
test_thread = Thread((-1, -1, 0), (40, 1, 1))
global_current_env = parse_function("./kaldi-new-bug/new-func.ll")
arguments = generate_arguments(
global_current_env.get_value("@_Z20_trace_mat_mat_transPKfS0_iiiiPf"),
{
"%dA_rows": 5,
"%dA_cols": 5,
"%dA_stride": 1,
"%B_stride": 1,
})
arguments["main_memory"] = {
'global': None, # "%value",
'shared': "@_ZZ20_trace_mat_mat_transPKfS0_iiiiPfE4ssum",
}
generate_memory_container(["@_ZZ20_trace_mat_mat_transPKfS0_iiiiPfE4ssum"],
global_current_env)
raw_code = global_current_env.get_value(
"@_Z20_trace_mat_mat_transPKfS0_iiiiPf")
construct_memory_execute_mode(test_block, test_thread, 100, 256,
raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_current_env, False)
def test_slice():
test_block = Block((-1, -1, 0), (1, 1, 1))
test_thread = Thread((-1, -1, 0), (3, 2, 1))
global_current_env = parse_function("./kaldi-new-bug/new-func.ll")
arguments = generate_arguments(
global_current_env.get_value("@_Z7_splicePfPKfPKiiiiiii"), {
"%d_out_cols": 5,
"%d_out_rows": 5,
"%d_out_stride": 1,
"%d_in_cols": 5,
"%d_in_rows": 5,
"%d_in_stride": 1,
})
arguments["main_memory"] = {
'global': "%y",
'shared': None,
}
generate_memory_container(["%off"], global_current_env)
target_memory = global_current_env.get_value("memory_container")
generate_random_data_for_memory(target_memory, "%off", 100)
raw_code = global_current_env.get_value("@_Z7_splicePfPKfPKiiiiiii")
construct_memory_execute_mode(test_block, test_thread, 100, 256,
raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_current_env, False)
def test_add_diag_vec_mat():
test_block = Block((-1, -1, 0), (1, 3, 1))
test_thread = Thread((-1, -1, 0), (5, 5, 1))
global_current_env = parse_function("./kaldi-new-bug/new-func.ll")
arguments = generate_arguments(
global_current_env.get_value("@_Z17_add_diag_vec_matfPfiiiPKfS1_iif"),
{
"%rows": 3,
"%cols": 16,
"%stride": 1,
"%alpha": 1.0,
"%beta": 1.0,
"%mat2_row_stride": 7,
"%mat2_col_stride": 9,
})
arguments["main_memory"] = {
'global': "%mat",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value(
"@_Z17_add_diag_vec_matfPfiiiPKfS1_iif")
construct_memory_execute_mode(test_block, test_thread, 100, 256,
raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_current_env, False)
def test_arrayfire_convolve2():
test_block = Block((-1, -1, 0), (2, 2, 1)) # important
test_thread = Thread((-1, -1, 0), (3, 3, 3))
global_current_env = parse_function("./arrayfire-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z9convolve2PiS_iS_S_S_S_iiiiiiii"), {
"%nBBS0": 8,
"%nBBS1": 1,
"%o2": 1,
"%o3": 2,
"%s2": 1,
"%s3": 2,
"%expand": 1,
"%fLen0": 2,
"%fLen1": 1,
})
arguments["main_memory"] = {
'global': None,
'shared': "@_ZZ9convolve2PiS_iS_S_S_S_iiiiiiiiE7shrdMem",
}
generate_memory_container(["%out_strides", "%out_dims", "%signal_strides", "%signal_dims"], global_current_env)
target_memory = global_current_env.get_value("memory_container")
fill_data_to_memory_by_list(target_memory, "%out_strides", [1, 1, 1])
fill_data_to_memory_by_list(target_memory, "%out_dims", [1, 2, 3])
fill_data_to_memory_by_list(target_memory, "%signal_strides", [1, 1, 1])
fill_data_to_memory_by_list(target_memory, "%signal_dims", [1, 2, 3])
raw_code = global_current_env.get_value("@_Z9convolve2PiS_iS_S_S_S_iiiiiiii")
construct_memory_execute_mode(test_block, test_thread, 256, 512, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def execute_framework(blocks, threads, raw_codes, arguments, global_env, main_size=512, shared_size=512,
should_print=False):
print "===================================================================================="
print "Test on " + str(arguments)
print_arguments(arguments)
print "Dimension: " + str(blocks.grid_dim) + " " + str(threads.block_dim)
construct_memory_execute_mode(blocks, threads, main_size, shared_size, raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_env, should_print)
print "===================================================================================="
def test_barrier_fix_syncthreads():
test_block = Block((-1, -1, 0), (2, 1, 1))
test_thread = Thread((-1, -1, 0), (3, 3, 1))
global_env_test = Environment()
shared_memory_test_1 = DataType("[256 x i32]*")
shared_memory_test_1.set_value("@_ZZ14select_matchesPjPiPKjPKijjiE6s_dist")
shared_memory_test_2 = DataType("[256 x i32]*")
shared_memory_test_2.set_value("@_ZZ14select_matchesPjPiPKjPKijjiE5s_idx")
global_env_test.add_value("@_ZZ14select_matchesPjPiPKjPKijjiE6s_dist",
shared_memory_test_1)
global_env_test.add_value("@_ZZ14select_matchesPjPiPKjPKijjiE5s_idx",
shared_memory_test_2)
memory_container = MemoryContainer()
memory_container.add_new_memory("@_ZZ14select_matchesPjPiPKjPKijjiE5s_idx")
memory_container.add_new_memory(
"@_ZZ14select_matchesPjPiPKjPKijjiE6s_dist")
global_env_test.add_value("memory_container", memory_container)
num_elements = DataType('i32')
num_elements.set_value(2)
max_dist = DataType('i32')
max_dist.set_value(5)
n_feat = DataType('i32')
n_feat.set_value(5)
args = {
"%idx_ptr": DataType("i32*"),
"%dist_ptr": DataType("i32*"),
"%in_idx": DataType("i32*"),
"%in_dist": DataType("i32*"),
"%nfeat": n_feat,
"%nelem": num_elements,
"%max_dist": max_dist,
"main_memory": {
"global": None,
"shared": "@_Z14select_matchesPjPiPKjPKijji",
}
}
args["%idx_ptr"].set_value("%idx_ptr")
args["%dist_ptr"].set_value("%dist_ptr")
args["%in_idx"].set_value("%in_idx")
args["%in_dist"].set_value("%in_dist")
Function.read_function_from_file(
"./arrayfire/arrayfire-Fix-syncthreads-in-cuda-nearest-neighbour.ll",
global_env_test)
raw_code = global_env_test.get_value("@_Z14select_matchesPjPiPKjPKijji")
construct_memory_execute_mode(test_block, test_thread, 100, 256,
raw_code.raw_codes, args,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_env_test, False)
def test_copy_low_upp():
test_block = Block((-1, -1, 0), (2, 3, 1))
test_thread = Thread((-1, -1, 0), (5, 5, 1))
global_current_env = parse_function("./kaldi-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z13_copy_low_uppPfii"), {"%rows": 23, "%stride": 1})
arguments["main_memory"] = {
'global': "%A",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z13_copy_low_uppPfii")
construct_memory_execute_mode(test_block, test_thread, 100, 256, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_device_global():
test_block = Block((-1, -1, 0), (4, 1, 1))
test_thread = Thread((-1, -1, 0), (5, 1, 1))
# global_current_env = parse_function("./read_write_test.ll")
global_current_env = parse_function("./read_write_test.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z13device_globalPji"), {"%num_elements": 5})
arguments["main_memory"] = {
'global': "%input_array",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z13device_globalPji")
construct_memory_execute_mode(test_block, test_thread, 100, 256, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_arrayfire_reduce():
test_block = Block((-1, -1, 0), (1, 1, 1))
test_thread = Thread((-1, -1, 0), (34, 3, 1))
# global_current_env = parse_function("./read_write_test.ll")
global_current_env = parse_function("./arrayfire-repair/reduce-repair.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z11warp_reducePd"), {})
arguments["main_memory"] = {
'global': "%s_ptr",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z11warp_reducePd")
construct_memory_execute_mode(test_block, test_thread, 100, 256, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def performance_sync_cudpp_sparseMatrixVectorSetFlags():
test_block = Block((-1, -1, 0), (1, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (32, 1, 1))
global_current_env = parse_function("./cudpp-new-bug/new-func-performance.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z26sparseMatrixVectorSetFlagsPjPKjj"), {
"%numRows": 5,
})
arguments["main_memory"] = {
'global': "%d_rowindx",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z26sparseMatrixVectorSetFlagsPjPKjj")
construct_memory_execute_mode(test_block, test_thread, 100, 100, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def performance_sync_cuda_cnn_g_getCost_3():
test_block = Block((-1, -1, 0), (1, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (32, 1, 1))
global_current_env = parse_function("./cuda-cnn-new-bug/new-func-performance.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z11g_getCost_3PfS_fi"), {
"%lambda": 1.0,
"%wlen": 5,
})
arguments["main_memory"] = {
'global': None,
'shared': "@_ZZ11g_getCost_3PfS_fiE4_sum",
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z11g_getCost_3PfS_fi")
construct_memory_execute_mode(test_block, test_thread, 256, 32, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_cudamat_random():
test_block = Block((-1, -1, 0), (2, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (128, 1, 1))
global_current_env = parse_function("./cudamat-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z15kRandomGaussianPjPyPfj"), {
"%numElements": 16,
})
arguments["main_memory"] = {
'global': "%rndWords",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z15kRandomGaussianPjPyPfj")
construct_memory_execute_mode(test_block, test_thread, 256, 256, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_xmrig():
test_block = Block((-1, -1, 0), (3, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (5, 1, 1))
global_current_env = parse_function("./xmrig/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z27cryptonight_core_gpu_phase3iiiPKjPjS1_"), {
"%threads": 25,
"%bfactor": 6,
"%partidx": 0,
})
arguments["main_memory"] = {
'global': None,
'shared': "@_ZZ27cryptonight_core_gpu_phase3iiiPKjPjS1_E12sharedMemory",
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z27cryptonight_core_gpu_phase3iiiPKjPjS1_")
construct_memory_execute_mode(test_block, test_thread, 512, 1024, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_cuda_sift_MatchSiftPoints4():
test_block = Block((-1, -1, 0), (2, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (34, 2, 1))
global_current_env = parse_function("./cudaSift-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z16MatchSiftPoints4PfS_S_ii"), {
"%numPts1": 1,
"%numPts2": 2,
})
arguments["main_memory"] = {
'global': "%corrData",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z16MatchSiftPoints4PfS_S_ii")
construct_memory_execute_mode(test_block, test_thread, 256, 2048, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_convnet_kDotProduct_r():
test_block = Block((-1, -1, 0), (2, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (3, 3, 1))
global_current_env = parse_function("./cuda-convnet2-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z13kDotProduct_rPfS_S_j"), {
"%numElements": 5,
})
arguments["main_memory"] = {
'global': None,
'shared': "@_ZZ13kDotProduct_rPfS_S_jE5shmem",
}
generate_memory_container(["%off"], global_current_env)
target_memory = global_current_env.get_value("memory_container")
generate_random_data_for_memory(target_memory, "%off", 100)
raw_code = global_current_env.get_value("@_Z13kDotProduct_rPfS_S_j")
construct_memory_execute_mode(test_block, test_thread, 256, 512, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def performance_sync_FindMaxCorr():
test_block = Block((-1, -1, 0), (2, 2, 1)) # important
test_thread = Thread((-1, -1, 0), (16, 16, 1))
global_current_env = parse_function("./cudaSift-new-bug/new-func-performance.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z13FindMaxCorr_2PfS_S_iii"), {
"%numPts1": 1,
"%corrWidth": 2,
"%siftSize": 3,
})
arguments["main_memory"] = {
'global': "%corrData",
'shared': "@_ZZ11FindMaxCorrPfS_S_iiiE8maxIndex",
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z13FindMaxCorr_2PfS_S_iii")
construct_memory_execute_mode(test_block, test_thread, 256, 256, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_cudamat_kMinColumnwise():
test_block = Block((-1, -1, 0), (9, 1, 1)) # important
test_thread = Thread((-1, -1, 0), (33, 1, 1))
global_current_env = parse_function("./cudamat-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z14kMinColumnwisePfS_jj"), {
"%width": 9,
"%height": 9,
})
arguments["main_memory"] = {
'global': "%target",
'shared': "@_ZZ14kMinColumnwisePfS_jjE8min_vals",
}
generate_memory_container(["%mat"], global_current_env)
target_memory = global_current_env.get_value("memory_container")
generate_random_float_data_for_memory(target_memory, "%mat", 256)
raw_code = global_current_env.get_value("@_Z14kMinColumnwisePfS_jj")
construct_memory_execute_mode(test_block, test_thread, 256, 32, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_copy_from_mat():
test_block = Block((-1, -1, 0), (1, 1, 1))
test_thread = Thread((-1, -1, 0), (3, 2, 1))
global_current_env = parse_function("./kaldi-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z14_copy_from_matPfPKfiiii"), {
"%d_out_stride": 1,
"%d_out_rows": 5,
"%d_out_cols": 5,
"%d_in_stride": 1,
})
arguments["main_memory"] = {
'global': "%mat_out",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z14_copy_from_matPfPKfiiii")
construct_memory_execute_mode(test_block, test_thread, 100, 256, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_convnet_kTile():
test_block = Block((-1, -1, 0), (2, 2, 1)) # important
test_thread = Thread((-1, -1, 0), (3, 1, 1))
global_current_env = parse_function("./cuda-convnet2-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z5kTilePKfPfjjjj"), {
"%srcWidth": 5,
"%srcHeight": 5,
"%tgtWidth": 5,
"%tgtHeight": 5,
})
arguments["main_memory"] = {
'global': "%tgt",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z5kTilePKfPfjjjj")
construct_memory_execute_mode(test_block, test_thread, 256, 256, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
def test_convnet_kReflectH():
test_block = Block((-1, -1, 0), (1, 1, 1))
test_thread = Thread((-1, -1, 0), (34, 4, 1))
global_current_env = parse_function("./cuda-convnet2-new-bug/new-func.ll")
arguments = generate_arguments(global_current_env.get_value("@_Z9kReflectHPfS_iiiib"), {
"%imgSize": 5,
"%numCases": 5,
"%numColors": 1,
"%imgsPerThread": 1,
"%checkCaseBounds": 1,
})
arguments["main_memory"] = {
'global': "%target",
'shared': None,
}
generate_memory_container([], global_current_env)
raw_code = global_current_env.get_value("@_Z9kReflectHPfS_iiiib")
construct_memory_execute_mode(test_block, test_thread, 256, 256, raw_code.raw_codes, arguments,
parse_target_memory_and_checking_sync, parse_target_memory_and_checking_sync,
global_current_env, False)
"%C": float_elements,
"%k_mat_rows": DataType("float*"),
"%k_mat_diag": DataType("float*"),
"%row_len": row_len,
"%eps": eps_float,
"%diff_and_bias": DataType("float*"),
"main_memory": {
'global':
None,
'shared':
"@_ZZ19nu_smo_solve_kernelPKiPfS1_S1_S0_ifPKfS3_ifS1_E10shared_mem",
}
}
args["%label"].set_value("%label")
args["%f_values"].set_value("%f_values")
args["%alpha"].set_value("%alpha")
args["%alpha_diff"].set_value("%alpha_diff")
args["%working_set"].set_value("%working_set")
args["%k_mat_rows"].set_value("%k_mat_rows")
args["%k_mat_diag"].set_value("%k_mat_diag")
args["%diff_and_bias"].set_value("%diff_and_bias")
Function.read_function_from_file("./thundersvm/thundersvm.ll",
global_env_test)
raw_code = global_env_test.get_value(
"@_Z19nu_smo_solve_kernelPKiPfS1_S1_S0_ifPKfS3_ifS1_")
construct_memory_execute_mode(test_block, test_thread, 100, 256,
raw_code.raw_codes, args,
parse_target_memory_and_checking_sync,
parse_target_memory_and_checking_sync,
global_env_test, False)