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docs(ops): SYCL COUNT_EQUAL → full support (only YES rows)
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‎docs/ops.md‎

Lines changed: 65 additions & 65 deletions
Original file line numberDiff line numberDiff line change
@@ -14,90 +14,90 @@ Legend:
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1515
| Operation | BLAS | CANN | CPU | CUDA | Metal | OpenCL | SYCL | Vulkan | zDNN |
1616
|-----------|------|------|------|------|------|------|------|------|------|
17-
| ABS | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
18-
| ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
19-
| ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ |
20-
| ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
17+
| ABS | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
18+
| ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
19+
| ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
20+
| ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ |
2121
| ARANGE | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
22-
| ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
23-
| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
24-
| CLAMP | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
25-
| CONCAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ❌ | ✅ | ❌ |
26-
| CONT | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | ❌ |
22+
| ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
23+
| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
24+
| CLAMP | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | ❌ |
25+
| CONCAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | 🟡 | ✅ | ❌ |
26+
| CONT | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ |
2727
| CONV_2D | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ |
2828
| CONV_2D_DW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
29-
| CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
29+
| CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
3030
| CONV_TRANSPOSE_2D | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
31-
| COS | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ |
31+
| COS | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ |
3232
| COUNT_EQUAL | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ |
33-
| CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
33+
| CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
3434
| CROSS_ENTROPY_LOSS | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
3535
| CROSS_ENTROPY_LOSS_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
36-
| DIAG_MASK_INF | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ |
37-
| DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ |
38-
| DUP | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
39-
| ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
40-
| EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
36+
| DIAG_MASK_INF | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
37+
| DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
38+
| DUP | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ✅ | 🟡 | ❌ |
39+
| ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
40+
| EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
4141
| FLASH_ATTN_EXT | ❌ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ |
42-
| GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
43-
| GEGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
44-
| GEGLU_ERF | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
45-
| GEGLU_QUICK | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
46-
| GELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
47-
| GELU_ERF | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
48-
| GELU_QUICK | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
49-
| GET_ROWS | ❌ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | ❌ | 🟡 | ❌ |
42+
| GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ |
43+
| GEGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
44+
| GEGLU_ERF | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
45+
| GEGLU_QUICK | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
46+
| GELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
47+
| GELU_ERF | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
48+
| GELU_QUICK | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
49+
| GET_ROWS | ❌ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | 🟡 | 🟡 | ❌ |
5050
| GET_ROWS_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ |
51-
| GROUP_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
52-
| HARDSIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
53-
| HARDSWISH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
54-
| IM2COL | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | ✅ | ❌ |
55-
| L2_NORM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
56-
| LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
57-
| LOG | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
51+
| GROUP_NORM | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
52+
| HARDSIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
53+
| HARDSWISH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
54+
| IM2COL | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ❌ |
55+
| L2_NORM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
56+
| LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
57+
| LOG | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ |
5858
| MEAN | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
59-
| MUL | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ |
60-
| MUL_MAT | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | 🟡 |
61-
| MUL_MAT_ID | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | ❌ |
62-
| NEG | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
63-
| NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
59+
| MUL | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
60+
| MUL_MAT | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 |
61+
| MUL_MAT_ID | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ❌ |
62+
| NEG | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
63+
| NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
6464
| OPT_STEP_ADAMW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
65-
| OUT_PROD | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ |
66-
| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
65+
| OUT_PROD | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ |
66+
| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
6767
| PAD_REFLECT_1D | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ |
68-
| POOL_2D | ❌ | 🟡 | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
69-
| REGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
70-
| RELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
71-
| REPEAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ❌ | 🟡 | ❌ |
68+
| POOL_2D | ❌ | 🟡 | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
69+
| REGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
70+
| RELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
71+
| REPEAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | 🟡 | ❌ |
7272
| REPEAT_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
73-
| RMS_NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | ✅ | ❌ |
73+
| RMS_NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ❌ |
7474
| RMS_NORM_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
75-
| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
75+
| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
7676
| ROLL | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ |
77-
| ROPE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
77+
| ROPE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
7878
| ROPE_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
79-
| RWKV_WKV6 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
80-
| RWKV_WKV7 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ |
81-
| SCALE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
79+
| RWKV_WKV6 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
80+
| RWKV_WKV7 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
81+
| SCALE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
8282
| SET | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ |
83-
| SET_ROWS | ❌ | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
84-
| SGN | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
85-
| SIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
86-
| SILU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | 🟡 | ❌ |
83+
| SET_ROWS | ❌ | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
84+
| SGN | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
85+
| SIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
86+
| SILU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
8787
| SILU_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
88-
| SIN | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ |
88+
| SIN | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ |
8989
| SOFTCAP | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
90-
| SOFT_MAX | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
90+
| SOFT_MAX | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ |
9191
| SOFT_MAX_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ✅ | ❌ |
92-
| SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ |
93-
| SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ❌ | ❌ | ❌ |
92+
| SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ |
93+
| SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | ❌ | ❌ |
9494
| SSM_CONV | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
9595
| SSM_SCAN | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
96-
| STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ❌ | ❌ | ❌ |
97-
| SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ |
98-
| SUM | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
99-
| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
100-
| SWIGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | 🟡 | ❌ |
101-
| TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ❌ | 🟡 | ❌ |
102-
| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
103-
| UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | ✅ | ❌ |
96+
| STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ |
97+
| SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
98+
| SUM | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ |
99+
| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
100+
| SWIGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
101+
| TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | 🟡 | ❌ |
102+
| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
103+
| UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | ❌ |

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