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tile_pairing.py
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tile_pairing.py
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import shutil
import glob
import subprocess
import os
import json
# test = "bcsstm26"
# test = "rel5"
test = "qiulp"
# test = "adder_dcop_30"
# test = "n4c6-b1"
# app_name = "mat_residual"
# app_name = "matmul_ijk"
# app_name = "matmul_ijk"
# app_name = "mat_mattrpython3ansmul"
app_name = "mat_elemmul"
const_val = 2 # only for mat_mattransmul
tiles_accumulation = {}
b_tensors = glob.glob(f"/home/avb03/sam/tiles/{app_name}/formatted/tensor_B*")
c_tensors = glob.glob(f"/home/avb03/sam/tiles/{app_name}/formatted/tensor_C*")
d_tensors = glob.glob(f"/home/avb03/sam/tiles/{app_name}/formatted/tensor_D*")
print("b_tensors: ", b_tensors)
print("c_tensors: ", c_tensors)
print("d_tensors: ", d_tensors)
# b_tensors = glob.glob(f"/aha/garnet/tiles_{app_name}_{test}/formatted/tensor_B*")
# c_tensors = glob.glob(f"/aha/garnet/tiles_{app_name}_{test}/formatted/tensor_C*")
b_vec_tensors = glob.glob(f"/aha/garnet/tiles_{app_name}_{test}/{app_name}/formatted/tensor_b*")
c_vec_tensors = glob.glob(f"/home/avb03/sam/tiles/{app_name}/formatted/tensor_c*")
print("c_vec_tensors: ", c_vec_tensors)
d_vec_tensors = glob.glob(f"/aha/garnet/tiles_{app_name}_{test}/{app_name}/formatted/tensor_d*")
d_loc_paired = []
b_loc_paired = []
if not os.path.exists("SPARSE_TESTS/MAT_TMP_DIR"):
os.makedirs("SPARSE_TESTS/MAT_TMP_DIR")
os.system(f"rm -rf SPARSE_TESTS/{app_name}*")
os.system(f"rm -rf SPARSE_TESTS/MAT_TMP_DIR/tile*")
tile = 0
os.chdir("SPARSE_TESTS")
if app_name == "matmul_ijk":
for b in b_tensors:
for c in c_tensors:
tile_str = "tile" + str(tile)
b_loc = b[-7:]
c_loc = c[-7:]
b_loc = b_loc.split("_")
c_loc = c_loc.split("_")
if (b_loc[1] == c_loc[0] and b_loc[3] == c_loc[2]):
print(b, c)
if b_loc[2] not in tiles_accumulation:
tiles_accumulation[b_loc[2]] = []
tiles_accumulation[b_loc[2]].append(tile_str)
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{b}/B0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_crd")
shutil.copy(f"{b}/B0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_seg")
shutil.copy(f"{b}/B1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_crd")
shutil.copy(f"{b}/B1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_seg")
shutil.copy(f"{b}/B_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_vals")
shutil.copy(f"{b}/B_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_shape")
shutil.copy(f"{c}/C0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_crd")
shutil.copy(f"{c}/C0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_seg")
shutil.copy(f"{c}/C1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_crd")
shutil.copy(f"{c}/C1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_seg")
shutil.copy(f"{c}/C_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals")
shutil.copy(f"{c}/C_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_shape")
tile = tile + 1
elif app_name == "mat_elemadd" or app_name == "mat_elemmul":
for b in b_tensors:
for c in c_tensors:
tile_str = "tile" + str(tile)
b_loc = b[-7:]
c_loc = c[-7:]
b_loc = b_loc.split("_")
c_loc = c_loc.split("_")
if (b_loc == c_loc):
print(b, c)
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{b}/B0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_crd")
shutil.copy(f"{b}/B0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_seg")
shutil.copy(f"{b}/B1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_crd")
shutil.copy(f"{b}/B1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_seg")
shutil.copy(f"{b}/B_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_vals")
shutil.copy(f"{b}/B_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_shape")
shutil.copy(f"{c}/C0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_crd")
shutil.copy(f"{c}/C0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_seg")
shutil.copy(f"{c}/C1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_crd")
shutil.copy(f"{c}/C1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_seg")
shutil.copy(f"{c}/C_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals")
shutil.copy(f"{c}/C_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_shape")
# subprocess.call(["aha",
# "regress",
# "fast"],
# text=True)
tile = tile + 1
# print("we are on tile ", tile)
elif app_name == "mat_mattransmul":
for b in b_tensors:
for c in c_vec_tensors:
for d in d_vec_tensors:
tile_str = "tile" + str(tile)
b_loc = b[-7:]
c_loc = c[-3:]
d_loc = d[-3:]
b_loc = b_loc.split("_")
c_loc = c_loc.split("_")
d_loc = d_loc.split("_")
if (b_loc[1] == c_loc[0] and b_loc[3] == c_loc[1] and b_loc[0] == d_loc[0] and b_loc[2] == d_loc[1]):
# if(b_loc[1] == d_loc[0] and b_loc[3] == d_loc[1] and b_loc[0] == c_loc[0] and b_loc[2] == c_loc[1]):
d_loc_paired.append(d_loc)
print(f"\n ----- TILE {tile} ----- \n")
print("B is: ", b) # in build_tb, B == C, c == d, d == f. (#FIXME: change build_tb)
print("C is: ", c)
print("d is: ", d)
print(f"\n ----- TILE {tile} ----- \n")
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{b}/B0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_crd")
shutil.copy(f"{b}/B0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_seg")
shutil.copy(f"{b}/B1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_crd")
shutil.copy(f"{b}/B1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_seg")
shutil.copy(f"{b}/B_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals")
shutil.copy(f"{b}/B_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_shape")
shutil.copy(f"{c}/c1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_1_crd")
shutil.copy(f"{c}/c1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_1_seg")
shutil.copy(f"{c}/c0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_0_crd")
shutil.copy(f"{c}/c0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_0_seg")
shutil.copy(f"{d}/d1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_1_crd")
shutil.copy(f"{d}/d1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_1_seg")
shutil.copy(f"{d}/d0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_0_crd")
shutil.copy(f"{d}/d0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_0_seg")
shutil.copy(f"{c}/c_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_vals")
shutil.copy(f"{c}/c_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_shape")
shutil.copy(f"{d}/d_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_vals")
shutil.copy(f"{d}/d_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_shape")
with open(f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_vals", 'w') as file:
file.write(str(const_val))
with open(f"./MAT_TMP_DIR/{tile_str}/tensor_e_mode_vals", 'w') as file:
file.write(str(const_val))
tile = tile + 1
elif d_loc not in d_loc_paired:
# case: B and c tiles are zero but d is nonzero. We have all d tiles. Just
# take a B and c tile, copy it and make it zero.'
d_loc_paired.append(d_loc)
print(f"\n ----- TILE D-unpaired {tile} ----- \n")
print("B (zero tile) is: ", b) # in build_tb, B == C, c == d, d == f. (#FIXME: change build_tb)
print("C (zero tile) is: ", c)
print("d is: ", d)
print(f"\n ----- TILE D-unpaired {tile} ----- \n")
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{b}/B0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_crd")
shutil.copy(f"{b}/B0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_seg")
shutil.copy(f"{b}/B1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_crd")
shutil.copy(f"{b}/B1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_seg")
shutil.copy(f"{b}/B_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals")
# clear out C vals
with open(f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals", 'r+') as file:
contents = file.read()
contents = contents.replace(contents, str(0))
file.seek(0)
file.write(contents)
shutil.copy(f"{b}/B_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_shape")
shutil.copy(f"{c}/c1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_1_crd")
shutil.copy(f"{c}/c1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_1_seg")
shutil.copy(f"{c}/c0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_0_crd")
shutil.copy(f"{c}/c0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_0_seg")
shutil.copy(f"{d}/d1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_1_crd")
shutil.copy(f"{d}/d1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_1_seg")
shutil.copy(f"{d}/d0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_0_crd")
shutil.copy(f"{d}/d0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_0_seg")
shutil.copy(f"{c}/c_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_vals")
# clear out d vals
with open(f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_vals", 'r+') as file:
contents = file.read()
contents = contents.replace(contents, str(0))
file.seek(0)
file.write(contents)
shutil.copy(f"{c}/c_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_shape")
shutil.copy(f"{d}/d_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_vals")
shutil.copy(f"{d}/d_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_f_mode_shape")
with open(f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_vals", 'w') as file:
file.write(str(const_val))
with open(f"./MAT_TMP_DIR/{tile_str}/tensor_e_mode_vals", 'w') as file:
file.write(str(const_val))
tile = tile + 1
print("d_loc_paired: ", d_loc_paired)
elif app_name == "mat_vecmul_ij":
for b in b_tensors:
for c in c_vec_tensors:
tile_str = "tile" + str(tile)
b_loc = b[-7:]
c_loc = c[-3:]
b_loc = b_loc.split("_")
c_loc = c_loc.split("_")
# if(b_loc[1] == c_loc[0] and b_loc[3] == c_loc[1] and b_loc[0] == d_loc[0] and b_loc[2] == d_loc[1]):
if (b_loc[1] == c_loc[0] and b_loc[3] == c_loc[1]):
print(b, c)
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{b}/B0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_crd")
shutil.copy(f"{b}/B0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_seg")
shutil.copy(f"{b}/B1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_crd")
shutil.copy(f"{b}/B1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_seg")
shutil.copy(f"{b}/B_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_vals")
shutil.copy(f"{b}/B_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_shape")
# shutil.copy(f"{c}/c1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_c_mode_1_crd")
# shutil.copy(f"{c}/c1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_c_mode_1_seg")
shutil.copy(f"{c}/c0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_c_mode_0_crd")
shutil.copy(f"{c}/c0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_c_mode_0_seg")
shutil.copy(f"{c}/c_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_c_mode_vals")
shutil.copy(f"{c}/c_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_c_mode_shape")
tile = tile + 1
elif app_name == "mat_residual":
for b in b_vec_tensors:
for c in c_tensors:
for d in d_vec_tensors:
tile_str = "tile" + str(tile)
b_loc = b[-3:]
c_loc = c[-7:]
d_loc = d[-3:]
b_loc = b_loc.split("_")
c_loc = c_loc.split("_")
d_loc = d_loc.split("_")
# if(b_loc[1] == c_loc[0] and b_loc[3] == c_loc[1] and b_loc[0] == d_loc[0] and b_loc[2] == d_loc[1]):
if (c_loc[0] == b_loc[0] and c_loc[2] == b_loc[1] and c_loc[1] == d_loc[0] and c_loc[3] == d_loc[1]):
print(b, c, d)
b_loc_paired.append(b_loc)
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{c}/C0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_crd")
shutil.copy(f"{c}/C0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_seg")
shutil.copy(f"{c}/C1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_crd")
shutil.copy(f"{c}/C1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_seg")
shutil.copy(f"{c}/C_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals")
shutil.copy(f"{c}/C_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_shape")
shutil.copy(f"{b}/b1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_1_crd")
shutil.copy(f"{b}/b1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_1_seg")
shutil.copy(f"{b}/b0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_0_crd")
shutil.copy(f"{b}/b0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_0_seg")
shutil.copy(f"{d}/d1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_1_crd")
shutil.copy(f"{d}/d1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_1_seg")
shutil.copy(f"{d}/d0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_0_crd")
shutil.copy(f"{d}/d0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_0_seg")
shutil.copy(f"{b}/b_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_vals")
shutil.copy(f"{b}/b_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_shape")
shutil.copy(f"{d}/d_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_vals")
shutil.copy(f"{d}/d_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_shape")
tile = tile + 1
elif b_loc not in b_loc_paired:
b_loc_paired.append(b_loc)
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{c}/C0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_crd")
shutil.copy(f"{c}/C0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_seg")
shutil.copy(f"{c}/C1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_crd")
shutil.copy(f"{c}/C1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_seg")
shutil.copy(f"{c}/C_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals")
# clear out C vals
with open(f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals", 'r+') as file:
contents = file.read()
contents = contents.replace(contents, str(0))
file.seek(0)
file.write(contents)
shutil.copy(f"{c}/C_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_shape")
shutil.copy(f"{b}/b1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_1_crd")
shutil.copy(f"{b}/b1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_1_seg")
shutil.copy(f"{b}/b0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_0_crd")
shutil.copy(f"{b}/b0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_0_seg")
shutil.copy(f"{d}/d1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_1_crd")
shutil.copy(f"{d}/d1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_1_seg")
shutil.copy(f"{d}/d0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_0_crd")
shutil.copy(f"{d}/d0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_0_seg")
shutil.copy(f"{b}/b_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_vals")
shutil.copy(f"{b}/b_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_b_mode_shape")
shutil.copy(f"{d}/d_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_vals")
shutil.copy(f"{d}/d_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_shape")
# clear out d vals
with open(f"./MAT_TMP_DIR/{tile_str}/tensor_d_mode_vals", 'r+') as file:
contents = file.read()
contents = contents.replace(contents, str(0))
file.seek(0)
file.write(contents)
tile = tile + 1
elif app_name == "mat_sddmm":
for b in b_tensors:
for c in c_tensors:
for d in d_tensors:
tile_str = "tile" + str(tile)
b_loc = b[-7:]
c_loc = c[-7:]
d_loc = d[-7:]
b_loc = b_loc.split("_")
c_loc = c_loc.split("_")
d_loc = d_loc.split("_")
# first j, then i (k is a free coordinate)
if (b_loc[0] == d_loc[1] and b_loc[2] == d_loc[3] and b_loc[1] == c_loc[0] and b_loc[3] == c_loc[2]):
print(b, c, d)
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{b}/B0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_crd")
shutil.copy(f"{b}/B0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_seg")
shutil.copy(f"{b}/B1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_crd")
shutil.copy(f"{b}/B1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_seg")
shutil.copy(f"{b}/B_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_vals")
shutil.copy(f"{b}/B_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_shape")
shutil.copy(f"{c}/C0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_crd")
shutil.copy(f"{c}/C0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_seg")
shutil.copy(f"{c}/C1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_crd")
shutil.copy(f"{c}/C1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_seg")
shutil.copy(f"{c}/C_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals")
shutil.copy(f"{c}/C_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_shape")
tile = tile + 1
elif app_name == "mat_elemadd3":
for b in b_tensors:
for c in c_tensors:
for d in d_tensors:
tile_str = "tile" + str(tile)
b_loc = b[-7:]
c_loc = c[-7:]
b_loc = b_loc.split("_")
c_loc = c_loc.split("_")
d_loc = d[-7:]
d_loc = d_loc.split("_")
# if(b_loc == c_loc and b_loc != d_loc):
# b_equal_c_no_d += 1
# if(c_loc == d_loc and b_loc != c_loc):
# c_equal_d_no_b += 1
# if(b_loc == d_loc and b_loc != c_loc):
# b_equal_d_no_c += 1
if (b_loc == c_loc and b_loc == d_loc):
print(b, c, d)
if not os.path.exists(f"./MAT_TMP_DIR/{tile_str}"):
os.mkdir(f"./MAT_TMP_DIR/{tile_str}")
shutil.copy(f"{b}/B0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_crd")
shutil.copy(f"{b}/B0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_0_seg")
shutil.copy(f"{b}/B1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_crd")
shutil.copy(f"{b}/B1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_1_seg")
shutil.copy(f"{b}/B_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_vals")
shutil.copy(f"{b}/B_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_B_mode_shape")
shutil.copy(f"{c}/C0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_crd")
shutil.copy(f"{c}/C0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_0_seg")
shutil.copy(f"{c}/C1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_crd")
shutil.copy(f"{c}/C1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_1_seg")
shutil.copy(f"{c}/C_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_vals")
shutil.copy(f"{c}/C_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_C_mode_shape")
shutil.copy(f"{d}/D0_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_D_mode_0_crd")
shutil.copy(f"{d}/D0_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_D_mode_0_seg")
shutil.copy(f"{d}/D1_crd.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_D_mode_1_crd")
shutil.copy(f"{d}/D1_seg.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_D_mode_1_seg")
shutil.copy(f"{d}/D_vals.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_D_mode_vals")
shutil.copy(f"{d}/D_shape.txt", f"./MAT_TMP_DIR/{tile_str}/tensor_D_mode_shape")
# subprocess.call(["aha",
# "regress",
# "fast"],
# text=True)
tile = tile + 1
# print("we are on tile ", tile)
print("tiles_accumulation: ", tiles_accumulation)
with open("../tiles_accumulation.json", "w") as file:
json.dump(tiles_accumulation, file)
print("there are ", tile, " tiles")