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Copy pathtune_configs.yaml
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939 lines (879 loc) · 12.4 KB
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# Copyright 2026 FlagOS Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
attention:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
PRE_LOAD_V: pre_load_v
block_m:
- 64
- 128
block_n:
- 32
- 64
- 128
pre_load_v:
- true
- false
bmm:
- META:
TILE_M: 64
TILE_N: 64
TILE_K: 64
GROUP_M: 1
- META:
TILE_M: 128
TILE_N: 128
TILE_K: 128
GROUP_M: 1
- META:
TILE_M: 256
TILE_N: 256
TILE_K: 256
GROUP_M: 1
- META:
TILE_M: 512
TILE_N: 512
TILE_K: 512
GROUP_M: 1
- META:
TILE_M: 1024
TILE_N: 1024
TILE_K: 1024
GROUP_M: 1
argmax:
- META:
BLOCK_M: 8
BLOCK_N: 512
- META:
BLOCK_M: 16
BLOCK_N: 512
- META:
BLOCK_M: 32
BLOCK_N: 512
argmin:
- META:
BLOCK_M: 8
- META:
BLOCK_M: 16
- META:
BLOCK_M: 32
log_softmax:
- META:
BLOCK_M: 8
BLOCK_N: 64
- META:
BLOCK_M: 4
BLOCK_N: 32
- META:
BLOCK_M: 1
BLOCK_N: 32
- META:
BLOCK_M: 1
BLOCK_N: 16
mm:
- META:
BLOCK_M: 16
BLOCK_N: 32
BLOCK_K: 32
SPLIT_K: 1
- META:
BLOCK_M: 128
BLOCK_N: 128
BLOCK_K: 128
SPLIT_K: 1
- META:
BLOCK_M: 256
BLOCK_N: 256
BLOCK_K: 256
SPLIT_K: 1
scaled_mm:
- META:
BLOCK_M: 32
BLOCK_N: 32
BLOCK_K: 32
- META:
BLOCK_M: 64
BLOCK_N: 64
BLOCK_K: 64
- META:
BLOCK_M: 128
BLOCK_N: 128
BLOCK_K: 128
softmax_non_inner:
- META:
TILE_K: 1024
softmax_inner:
- META:
TILE_N: 128
test_libentry:
- META:
TILE_N: 32
- META:
TILE_N: 64
- META:
TILE_N: 128
- META:
TILE_N: 256
- META:
TILE_N: 512
- META:
TILE_N: 1024
min:
- META:
BLOCK_M: 32
BLOCK_N: 32
- META:
BLOCK_M: 32
BLOCK_N: 64
- META:
BLOCK_M: 128
BLOCK_N: 128
- META:
BLOCK_M: 128
BLOCK_N: 256
- META:
BLOCK_M: 256
BLOCK_N: 256
prod:
- META:
BLOCK_M: 17
BLOCK_N: 64
- META:
BLOCK_M: 32
BLOCK_N: 64
- META:
BLOCK_M: 64
BLOCK_N: 64
- META:
BLOCK_M: 64
BLOCK_N: 128
- META:
BLOCK_M: 128
BLOCK_N: 128
- META:
BLOCK_M: 256
BLOCK_N: 256
max:
- META:
BLOCK_M: 4
BLOCK_N: 256
- META:
BLOCK_M: 32
BLOCK_N: 256
- META:
BLOCK_M: 64
BLOCK_N: 256
- META:
BLOCK_M: 128
BLOCK_N: 256
- META:
BLOCK_M: 256
BLOCK_N: 256
addmm:
- META:
BLOCK_SIZE_M: 32
BLOCK_SIZE_N: 32
BLOCK_SIZE_K: 32
- META:
BLOCK_SIZE_M: 64
BLOCK_SIZE_N: 64
BLOCK_SIZE_K: 64
cross_entropy_loss:
- META:
BLOCK_C: 256
BLOCK_D: 1
- META:
BLOCK_C: 256
BLOCK_D: 4
masked_fill:
- gen: true
param_map:
META:
BLOCK_SIZE: block_n
BLOCK_SIZE_SUB: block_sub_n
block_n:
- 32768
block_sub_n:
- 1024
all:
- META:
BLOCK_M: 1
BLOCK_N: 12288
- META:
BLOCK_M: 2
BLOCK_N: 6144
- META:
BLOCK_M: 4
BLOCK_N: 3072
- META:
BLOCK_M: 8
BLOCK_N: 1536
- META:
BLOCK_M: 16
BLOCK_N: 768
- META:
BLOCK_M: 32
BLOCK_N: 384
- META:
BLOCK_M: 64
BLOCK_N: 192
amax:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
block_m:
- 1
- 2
- 4
- 8
- 16
- 32
- 64
block_n:
- 1024
- 2048
any:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
block_m:
- 1
- 2
- 4
- 8
block_n:
- 1024
index_select:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
block_m:
- 1
- 2
- 4
block_n:
- 1024
- 2048
- 4096
layer_norm_persistent:
- gen: true
param_map:
META: {}
layer_norm_loop:
- gen: true
param_map:
META:
TILE_N: tile_n
tile_n:
- 1024
- 2048
- 4096
- 8192
layer_norm_backward:
- gen: true
param_map:
META:
BLOCK_ROW_SIZE: block_r
BLOCK_COL_SIZE: 128
block_r:
- 4
weight_bias_backward:
- gen: true
param_map:
META:
BLOCK_ROW_SIZE: 128
BLOCK_COL_SIZE: block_c
block_c:
- 4
masked_select:
- gen: true
param_map:
META:
BLOCK_SIZE: blocks
blocks:
- 512
- 1024
- 2048
- 4096
mean:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: 256
block_m:
- 1
- 2
- 4
- 8
instancenorm:
- gen: true
param_map:
META: {}
instance_norm_loop:
- gen: true
param_map:
META:
TILE_N: tile_n
tile_n:
- 1024
- 2048
- 4096
- 8192
instance_norm_backward:
- gen : true
param_map:
META:
BLOCK_ROW_SIZE: block_m
BLOCK_COL_SIZE: 2048
block_m:
- 1
- 2
- 4
- 8
instance_norm_weight_bias_backward:
- gen : true
param_map:
META:
BLOCK_BATCH_SIZE: block_m
BLOCK_COL_SIZE: 2048
block_m:
- 1
- 2
- 4
- 8
count_nonzero:
- gen : true
param_map:
META:
BLOCK_SIZE: block_m
block_m:
- 1024
- 2048
- 4096
cross_entropy_loss_sum_and_scale:
- gen : true
param_map:
META:
BLOCK_N: block_n
block_n:
- 64
- 256
- 1024
upsample_nearest2d:
- gen : true
param_map:
META:
BLOCK_SIZE: block_n
block_n: [1024, 2048]
upsample_bicubic2d_aa:
- gen : true
param_map:
META:
BLOCK_X: block_x
BLOCK_Y: block_y
block_x: [512, 256, 128, 64]
block_y: [2, 1]
mv:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
block_m:
- 32
- 64
- 128
block_n:
- 1
- 2
- 4
- 8
nonzero:
- gen: true
param_map:
META:
BLOCK_SIZE: blocks
blocks:
- 256
- 512
- 1024
- 2048
- 4096
- 8192
randperm:
- gen: true
param_map:
META: {}
select_scatter:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: 1024
block_m:
- 1
- 2
- 4
- 8
select_scatter_inner:
- META:
R: 1
C: 512
- META:
R: 32
C: 32
- META:
R: 64
C: 64
- META:
R: 4
C: 512
- META:
R: 16
C: 128
softmax:
- META:
TILE_K: 32
- META:
TILE_K: 64
- META:
TILE_K: 128
- META:
TILE_K: 256
- META:
TILE_K: 512
- META:
TILE_K: 1024
vstack:
- gen: true
param_map:
META:
BLOCK_SIZE: blocks
blocks:
- 512
- 1024
- 2048
- 4096
gather:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
block_m:
- 1
- 2
- 4
- 8
block_n:
- 256
- 512
- 1024
- 2048
scatter:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
block_m:
- 1
- 2
- 4
- 8
block_n:
- 256
- 512
- 1024
- 2048
sum:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: 256
block_m:
- 32
- 64
- 128
- 256
triu:
- gen: true
param_map:
META:
M_BLOCK_SIZE: 2
N_BLOCK_SIZE: 256
triu_batch:
- gen: true
param_map:
META:
BATCH_BLOCK_SIZE: 16
MN_BLOCK_SIZE: 512
weight_norm_kernel_last:
- gen: true
param_map:
META:
BLOCK_ROW_SIZE: block_m
BLOCK_COL_SIZE: block_n
block_m:
- 512
- 1024
- 2048
block_n:
- 1
- 2
- 4
- 8
- 32
weight_norm_kernel_first:
- gen: true
param_map:
META:
BLOCK_ROW_SIZE: block_m
BLOCK_COL_SIZE: block_n
block_m:
- 1
- 2
- 4
- 8
- 32
block_n:
- 512
- 1024
- 2048
weight_norm_kernel:
- gen: true
param_map:
META:
BLOCK_ROW_SIZE: block_m
BLOCK_COL_SIZE: block_n
block_m:
- 1
- 2
- 4
- 8
- 32
block_n:
- 256
- 512
- 1024
- 2048
vector_norm:
- META:
BLOCK_M: 8
BLOCK_N: 256
- META:
BLOCK_M: 4
BLOCK_N: 256
- META:
BLOCK_M: 8
BLOCK_N: 128
var_mean:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
block_m:
- 18
block_n:
- 128
conj_physical:
- META:
BLOCK_SIZE: 64
num_warps: 4
- META:
BLOCK_SIZE: 128
num_warps: 4
- META:
BLOCK_SIZE: 256
num_warps: 4
- META:
BLOCK_SIZE: 512
num_warps: 4
- META:
BLOCK_SIZE: 64
num_warps: 8
- META:
BLOCK_SIZE: 128
num_warps: 8
- META:
BLOCK_SIZE: 256
num_warps: 8
- META:
BLOCK_SIZE: 512
num_warps: 8
- META:
BLOCK_SIZE: 1024
num_warps: 8
conv2d_forward:
- META:
BLOCK_NI_HO_WO: 32
BLOCK_CO: 32
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 64
BLOCK_CO: 32
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 64
BLOCK_CO: 64
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 128
BLOCK_CO: 32
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 128
BLOCK_CO: 64
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 128
BLOCK_CO: 128
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 128
BLOCK_CO: 256
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 256
BLOCK_CO: 128
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 256
BLOCK_CO: 64
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 64
BLOCK_CO: 256
BLOCK_CI: 32
- META:
BLOCK_NI_HO_WO: 64
BLOCK_CO: 128
BLOCK_CI: 32
conv2d_backward_weight:
- META:
BLOCK_CI_HK_WK: 32
BLOCK_CO: 32
BLOCK_NO: 32
- META:
BLOCK_CI_HK_WK: 64
BLOCK_CO: 32
BLOCK_NO: 32
- META:
BLOCK_CI_HK_WK: 64
BLOCK_CO: 64
BLOCK_NO: 32
- META:
BLOCK_CI_HK_WK: 128
BLOCK_CO: 32
BLOCK_NO: 32
- META:
BLOCK_CI_HK_WK: 128
BLOCK_CO: 64
BLOCK_NO: 32
- META:
BLOCK_CI_HK_WK: 128
BLOCK_CO: 128
BLOCK_NO: 32
- META:
BLOCK_CI_HK_WK: 128
BLOCK_CO: 256
BLOCK_NO: 32
batch_norm:
- gen: true
param_map:
META: {}
num_warps: 2
num_stages: 1
kron:
- gen: true
param_map:
META:
BLOCK_M: block_m
BLOCK_N: block_n
block_m:
- 1
- 2
- 4
- 8
block_n:
- 128
- 256
moe_sum:
- gen: true
param_map:
META:
BLOCK_SIZE: block_size
BLOCK_SIZE_SUB: block_size_sub
block_size:
- 512
- 1024
- 2048
block_size_sub:
- 256
- 512
- 1024
index_add:
- gen: true
param_map:
META:
BLOCK_SIZE: block_size
block_size:
- 512
index_put:
- gen: true
param_map:
META:
BLOCK_SIZE0: block_size0
BLOCK_SIZE1: block_size1
block_size0:
- 1
- 2
- 4
block_size1:
- 1024
- 2048
- 4096
index_adjacent_ascend:
- META:
BLOCK_M: 32
BLOCK_S: 1
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 16
BLOCK_S: 1
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 32
BLOCK_S: 2
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 16
BLOCK_S: 2
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 32
BLOCK_S: 4
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 16
BLOCK_S: 4
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 32
BLOCK_S: 8
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 16
BLOCK_S: 8
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 32
BLOCK_S: 16
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 16
BLOCK_S: 16
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 32
BLOCK_S: 32
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 16
BLOCK_S: 32
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 4
BLOCK_S: 64
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 16
BLOCK_S: 128
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 8
BLOCK_S: 128
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 32
BLOCK_S: 128
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 8
BLOCK_S: 512
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 16
BLOCK_S: 256
LAYOUT: 0
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 32
BLOCK_S: 8192
LAYOUT: 1
SUFFIX_TILES_PER_PROGRAM: 1
- META:
BLOCK_M: 32
BLOCK_S: 8192
LAYOUT: 1
SUFFIX_TILES_PER_PROGRAM: 2
- META:
BLOCK_M: 32
BLOCK_S: 8192
LAYOUT: 1
SUFFIX_TILES_PER_PROGRAM: 4
- META:
BLOCK_M: 32
BLOCK_S: 8192
LAYOUT: 1
SUFFIX_TILES_PER_PROGRAM: 8
- META:
BLOCK_M: 32
BLOCK_S: 8192
LAYOUT: 1
SUFFIX_TILES_PER_PROGRAM: 16
- META:
BLOCK_M: 32
BLOCK_S: 8192
LAYOUT: 1
SUFFIX_TILES_PER_PROGRAM: 32