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aiter-flash-attn
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Files changed (5) hide show
  1. build/torch-rocm/_ops.py +1 -1
  2. build/torch-rocm/configs/gfx1150-MHA-DEFAULT.json +92 -0
  3. build/torch-rocm/configs/gfx1151-MHA-DEFAULT.json +92 -0
  4. build/torch-rocm/metadata.json +15 -2
  5. build/torch-rocm/metadata.json.sigstore +1 -1
build/torch-rocm/_ops.py CHANGED
@@ -22,7 +22,7 @@ def get_backend() -> str:
22
 
23
  def _find_ops_name() -> str:
24
  kernel_name = "aiter_flash_attn"
25
- unique_id = "2e4b976"
26
  backend = get_backend()
27
  return f"_{kernel_name}_{backend}_{unique_id}"
28
 
 
22
 
23
  def _find_ops_name() -> str:
24
  kernel_name = "aiter_flash_attn"
25
+ unique_id = "8a730d9"
26
  backend = get_backend()
27
  return f"_{kernel_name}_{backend}_{unique_id}"
28
 
build/torch-rocm/configs/gfx1150-MHA-DEFAULT.json ADDED
@@ -0,0 +1,92 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "fwd": {
3
+ "dropout_or_fp32": {
4
+ "BLOCK_M": 32,
5
+ "BLOCK_N": 32,
6
+ "PRELOAD_V": false,
7
+ "waves_per_eu": 1,
8
+ "num_warps": 2,
9
+ "num_ctas": 1,
10
+ "num_stages": 1
11
+ },
12
+ "default": {
13
+ "BLOCK_M": 64,
14
+ "BLOCK_N": 32,
15
+ "PRELOAD_V": false,
16
+ "waves_per_eu": 1,
17
+ "num_warps": 4,
18
+ "num_ctas": 1,
19
+ "num_stages": 2
20
+ },
21
+ "pe": {
22
+ "BLOCK_M": 256,
23
+ "BLOCK_N": 64,
24
+ "PRELOAD_V": true,
25
+ "waves_per_eu": 1,
26
+ "num_warps": 8,
27
+ "num_ctas": 1,
28
+ "num_stages": 1
29
+ },
30
+ "pe_dropout_or_fp32": {
31
+ "BLOCK_M": 256,
32
+ "BLOCK_N": 64,
33
+ "PRELOAD_V": true,
34
+ "waves_per_eu": 1,
35
+ "num_warps": 8,
36
+ "num_ctas": 1,
37
+ "num_stages": 1
38
+ }
39
+ },
40
+ "bkwd_fused" : {
41
+ "preprocess_kernel": {
42
+ "PRE_BLOCK": 128
43
+ },
44
+ "dkdvdq_kernel_N64" : {
45
+ "BLOCK_M": 16,
46
+ "BLOCK_N": 64,
47
+ "num_warps": 8,
48
+ "num_stages": 1,
49
+ "waves_per_eu": 2,
50
+ "BLK_SLICE_FACTOR": 1,
51
+ "matrix_instr_nonkdim": 16
52
+ },
53
+ "dkdvdq_kernel_N128" : {
54
+ "BLOCK_M": 16,
55
+ "BLOCK_N": 128,
56
+ "num_warps": 8,
57
+ "num_stages": 1,
58
+ "waves_per_eu": 2,
59
+ "BLK_SLICE_FACTOR": 1,
60
+ "matrix_instr_nonkdim": 16
61
+ }
62
+ },
63
+ "bkwd_onekernel" : {
64
+ "preprocess_kernel": {
65
+ "PRE_BLOCK": 128
66
+ },
67
+ "onekernel" : {
68
+ "BLOCK_M1": 32,
69
+ "BLOCK_N1": 128,
70
+ "BLOCK_M2": 128,
71
+ "BLOCK_N2": 32,
72
+ "BLK_SLICE_FACTOR": 2,
73
+ "waves_per_eu": 1,
74
+ "matrix_instr_nonkdim": 16,
75
+ "num_warps": 4,
76
+ "num_ctas": 1,
77
+ "num_stages": 1
78
+ },
79
+ "onekernel_pe" : {
80
+ "BLOCK_M1": 32,
81
+ "BLOCK_N1": 64,
82
+ "BLOCK_M2": 128,
83
+ "BLOCK_N2": 32,
84
+ "BLK_SLICE_FACTOR": 2,
85
+ "waves_per_eu": 0,
86
+ "matrix_instr_nonkdim": 16,
87
+ "num_warps": 4,
88
+ "num_ctas": 1,
89
+ "num_stages": 2
90
+ }
91
+ }
92
+ }
build/torch-rocm/configs/gfx1151-MHA-DEFAULT.json ADDED
@@ -0,0 +1,92 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "fwd": {
3
+ "dropout_or_fp32": {
4
+ "BLOCK_M": 32,
5
+ "BLOCK_N": 32,
6
+ "PRELOAD_V": false,
7
+ "waves_per_eu": 1,
8
+ "num_warps": 2,
9
+ "num_ctas": 1,
10
+ "num_stages": 1
11
+ },
12
+ "default": {
13
+ "BLOCK_M": 64,
14
+ "BLOCK_N": 32,
15
+ "PRELOAD_V": false,
16
+ "waves_per_eu": 1,
17
+ "num_warps": 4,
18
+ "num_ctas": 1,
19
+ "num_stages": 2
20
+ },
21
+ "pe": {
22
+ "BLOCK_M": 256,
23
+ "BLOCK_N": 64,
24
+ "PRELOAD_V": true,
25
+ "waves_per_eu": 1,
26
+ "num_warps": 8,
27
+ "num_ctas": 1,
28
+ "num_stages": 1
29
+ },
30
+ "pe_dropout_or_fp32": {
31
+ "BLOCK_M": 256,
32
+ "BLOCK_N": 64,
33
+ "PRELOAD_V": true,
34
+ "waves_per_eu": 1,
35
+ "num_warps": 8,
36
+ "num_ctas": 1,
37
+ "num_stages": 1
38
+ }
39
+ },
40
+ "bkwd_fused" : {
41
+ "preprocess_kernel": {
42
+ "PRE_BLOCK": 128
43
+ },
44
+ "dkdvdq_kernel_N64" : {
45
+ "BLOCK_M": 16,
46
+ "BLOCK_N": 64,
47
+ "num_warps": 8,
48
+ "num_stages": 1,
49
+ "waves_per_eu": 2,
50
+ "BLK_SLICE_FACTOR": 1,
51
+ "matrix_instr_nonkdim": 16
52
+ },
53
+ "dkdvdq_kernel_N128" : {
54
+ "BLOCK_M": 16,
55
+ "BLOCK_N": 128,
56
+ "num_warps": 8,
57
+ "num_stages": 1,
58
+ "waves_per_eu": 2,
59
+ "BLK_SLICE_FACTOR": 1,
60
+ "matrix_instr_nonkdim": 16
61
+ }
62
+ },
63
+ "bkwd_onekernel" : {
64
+ "preprocess_kernel": {
65
+ "PRE_BLOCK": 128
66
+ },
67
+ "onekernel" : {
68
+ "BLOCK_M1": 32,
69
+ "BLOCK_N1": 128,
70
+ "BLOCK_M2": 128,
71
+ "BLOCK_N2": 32,
72
+ "BLK_SLICE_FACTOR": 2,
73
+ "waves_per_eu": 1,
74
+ "matrix_instr_nonkdim": 16,
75
+ "num_warps": 4,
76
+ "num_ctas": 1,
77
+ "num_stages": 1
78
+ },
79
+ "onekernel_pe" : {
80
+ "BLOCK_M1": 32,
81
+ "BLOCK_N1": 64,
82
+ "BLOCK_M2": 128,
83
+ "BLOCK_N2": 32,
84
+ "BLK_SLICE_FACTOR": 2,
85
+ "waves_per_eu": 0,
86
+ "matrix_instr_nonkdim": 16,
87
+ "num_warps": 4,
88
+ "num_ctas": 1,
89
+ "num_stages": 2
90
+ }
91
+ }
92
+ }
build/torch-rocm/metadata.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "name": "aiter-flash-attn",
3
- "id": "_aiter_flash_attn_rocm_2e4b976",
4
  "version": 1,
5
  "license": "MIT",
6
  "python-depends": [],
@@ -23,8 +23,10 @@
23
  "_kernels/mha.py": "6FiXu/iSkw61P/BZg1VeDVz6hIx6vWmshbdbgzx4Ntg=",
24
  "_kernels/mha_fused_bwd.py": "1CnHzQnX5S6JsCaI0bGnCZYN8zo9rnv+/d2FBD+9Lbs=",
25
  "_kernels/mha_onekernel_bwd.py": "9I3dBeC55DnTgoLrDFaYr69KArTCsZfej52T3zakR4Q=",
26
- "_ops.py": "fInhd4L8jOAqmCltG1VRwLnBbJf66+qzt37I+p9nVRM=",
27
  "aiter_flash_attn/__init__.py": "DFYPlrhXwYjEqCl/8n0SmWGZV8NFml5DPhMjKfv98GY=",
 
 
28
  "configs/gfx1250-MHA-DEFAULT.json": "MC9NGs+jRZ0ppvwjszTaoc6YYMsaHKdXiP1K/cUZTSg=",
29
  "configs/gfx942-MHA-DEFAULT.json": "ERnzTFpq0PeXcT4/5sONe3/mSxWPvN+946vhnlMs6Wo=",
30
  "configs/gfx950-MHA-DEFAULT.json": "MC9NGs+jRZ0ppvwjszTaoc6YYMsaHKdXiP1K/cUZTSg=",
@@ -42,5 +44,16 @@
42
  "utils/logger.py": "CXuJZCBzQDTrW80OyJ2IuhbHhayLy12Ake1KGxiuYIA=",
43
  "utils/types.py": "KEdGhLS+4PfU7XygkWRTrW0J7YhFYFGLqcn5rAFpMbk="
44
  }
 
 
 
 
 
 
 
 
 
 
 
45
  }
46
  }
 
1
  {
2
  "name": "aiter-flash-attn",
3
+ "id": "_aiter_flash_attn_rocm_8a730d9",
4
  "version": 1,
5
  "license": "MIT",
6
  "python-depends": [],
 
23
  "_kernels/mha.py": "6FiXu/iSkw61P/BZg1VeDVz6hIx6vWmshbdbgzx4Ntg=",
24
  "_kernels/mha_fused_bwd.py": "1CnHzQnX5S6JsCaI0bGnCZYN8zo9rnv+/d2FBD+9Lbs=",
25
  "_kernels/mha_onekernel_bwd.py": "9I3dBeC55DnTgoLrDFaYr69KArTCsZfej52T3zakR4Q=",
26
+ "_ops.py": "XX8oNZcdOgujT/C2mZB9xJEknxrf7Yo96IhfQLIEdrM=",
27
  "aiter_flash_attn/__init__.py": "DFYPlrhXwYjEqCl/8n0SmWGZV8NFml5DPhMjKfv98GY=",
28
+ "configs/gfx1150-MHA-DEFAULT.json": "fY8XJia4+bo/qBUZhODLcWdN8ic+0n0ZUWmxAbcdxjk=",
29
+ "configs/gfx1151-MHA-DEFAULT.json": "fY8XJia4+bo/qBUZhODLcWdN8ic+0n0ZUWmxAbcdxjk=",
30
  "configs/gfx1250-MHA-DEFAULT.json": "MC9NGs+jRZ0ppvwjszTaoc6YYMsaHKdXiP1K/cUZTSg=",
31
  "configs/gfx942-MHA-DEFAULT.json": "ERnzTFpq0PeXcT4/5sONe3/mSxWPvN+946vhnlMs6Wo=",
32
  "configs/gfx950-MHA-DEFAULT.json": "MC9NGs+jRZ0ppvwjszTaoc6YYMsaHKdXiP1K/cUZTSg=",
 
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  "utils/logger.py": "CXuJZCBzQDTrW80OyJ2IuhbHhayLy12Ake1KGxiuYIA=",
45
  "utils/types.py": "KEdGhLS+4PfU7XygkWRTrW0J7YhFYFGLqcn5rAFpMbk="
46
  }
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+ },
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+ "provenance": {
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+ "kernel-builder": {
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+ "version": "0.17.0-dev0",
51
+ "sha": "81580bb92577f2f7228661ca2a221fc052375709",
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+ "dirty": false
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+ },
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+ "kernel": {
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+ "sha": "8a730d96c37560ccf1d3e09f7bbccdc886818f33",
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+ "dirty": false
57
+ }
58
  }
59
  }
build/torch-rocm/metadata.json.sigstore CHANGED
@@ -1 +1 @@
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