Skip to content

Commit 994d708

Browse files
yael-worksyael-works
committed
Merge yael/tmp-backup into yael/dev (prefer backup versions)
2 parents a972fae + bf95c66 commit 994d708

29 files changed

+14304
-6485
lines changed

‎.github/CODEOWNERS‎

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1 @@
1+
* @KamaTechOrg @ShiraZalo1

‎README.md‎

Lines changed: 1 addition & 608 deletions
Large diffs are not rendered by default.

‎docs/ops.md‎

Lines changed: 59 additions & 52 deletions
Original file line numberDiff line numberDiff line change
@@ -14,90 +14,97 @@ Legend:
1414

1515
| Operation | BLAS | CANN | CPU | CUDA | Metal | OpenCL | SYCL | Vulkan | zDNN |
1616
|-----------|------|------|------|------|------|------|------|------|------|
17-
| ABS | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
18-
| ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
17+
| ABS | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
18+
| ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
1919
| ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
20-
| ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ |
20+
| ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
21+
| ADD_ID | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
2122
| ARANGE | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
22-
| ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
23-
| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
24-
| CLAMP | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | ❌ |
25-
| CONCAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ✅ | ❌ |
23+
| ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
24+
| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
25+
| CLAMP | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
26+
| CONCAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ❌ | ✅ | ❌ |
2627
| CONT | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ |
2728
| CONV_2D | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ |
2829
| CONV_2D_DW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
29-
| CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
30+
| CONV_3D | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
31+
| CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
3032
| CONV_TRANSPOSE_2D | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
31-
| COS | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ |
32-
| COUNT_EQUAL | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
33+
| COS | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ |
34+
| COUNT_EQUAL | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ |
3335
| CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
3436
| CROSS_ENTROPY_LOSS | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
3537
| CROSS_ENTROPY_LOSS_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
3638
| DIAG_MASK_INF | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
37-
| DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
38-
| DUP | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ✅ | 🟡 | ❌ |
39-
| ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
40-
| EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
39+
| DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ |
40+
| DUP | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
41+
| ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
42+
| EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
4143
| FLASH_ATTN_EXT | ❌ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ |
42-
| GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ |
43-
| GEGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
44-
| GEGLU_ERF | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
45-
| GEGLU_QUICK | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
44+
| GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
45+
| GEGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
46+
| GEGLU_ERF | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
47+
| GEGLU_QUICK | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
4648
| GELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
47-
| GELU_ERF | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
48-
| GELU_QUICK | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
49-
| GET_ROWS | ❌ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | 🟡 | 🟡 | ❌ |
49+
| GELU_ERF | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
50+
| GELU_QUICK | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
51+
| GET_ROWS | ❌ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | ❌ | 🟡 | ❌ |
5052
| GET_ROWS_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ |
5153
| GROUP_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
52-
| HARDSIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
53-
| HARDSWISH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
54-
| IM2COL | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ❌ |
55-
| L2_NORM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
56-
| LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
57-
| LOG | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ |
54+
| GROUP_NORM_MUL_ADD | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
55+
| HARDSIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
56+
| HARDSWISH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
57+
| IM2COL | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | ✅ | ❌ |
58+
| IM2COL_3D | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
59+
| L2_NORM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
60+
| LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
61+
| LOG | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
5862
| MEAN | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
5963
| MUL | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
6064
| MUL_MAT | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 |
61-
| MUL_MAT_ID | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ❌ |
62-
| NEG | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
63-
| NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
65+
| MUL_MAT_ID | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | ❌ |
66+
| NEG | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
67+
| NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
68+
| NORM_MUL_ADD | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
6469
| OPT_STEP_ADAMW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
65-
| OUT_PROD | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ |
66-
| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
70+
| OPT_STEP_SGD | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
71+
| OUT_PROD | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ |
72+
| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
6773
| PAD_REFLECT_1D | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ |
68-
| POOL_2D | ❌ | 🟡 | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
69-
| REGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
74+
| POOL_2D | ❌ | 🟡 | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
75+
| REGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
7076
| RELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
7177
| REPEAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | ❌ |
7278
| REPEAT_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
7379
| RMS_NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ❌ |
7480
| RMS_NORM_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
75-
| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
81+
| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
7682
| ROLL | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ |
7783
| ROPE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
7884
| ROPE_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
79-
| RWKV_WKV6 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
80-
| RWKV_WKV7 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
81-
| SCALE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
85+
| RWKV_WKV6 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
86+
| RWKV_WKV7 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
87+
| SCALE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
8288
| SET | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ |
83-
| SET_ROWS | ❌ | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
84-
| SGN | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
85-
| SIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
89+
| SET_ROWS | ❌ | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
90+
| SGN | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
91+
| SIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
8692
| SILU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
8793
| SILU_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
88-
| SIN | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ |
89-
| SOFTCAP | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
94+
| SIN | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ |
95+
| SOFTCAP | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
9096
| SOFT_MAX | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ |
9197
| SOFT_MAX_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ✅ | ❌ |
92-
| SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ |
93-
| SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | ❌ | ❌ |
98+
| SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ |
99+
| SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ❌ | ❌ | ❌ |
94100
| SSM_CONV | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
95101
| SSM_SCAN | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
96-
| STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
97-
| SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
102+
| STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
103+
| SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ |
98104
| SUM | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ |
99-
| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
100-
| SWIGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
101-
| TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | 🟡 | ❌ |
102-
| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
103-
| UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | ❌ |
105+
| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
106+
| SWIGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
107+
| SWIGLU_OAI | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
108+
| TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ❌ | 🟡 | ❌ |
109+
| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
110+
| UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | ✅ | ❌ |

0 commit comments

Comments
 (0)