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vulkan: implement ADD1, ARANGE, FILL, SOFTPLUS, STEP, ROUND, CEIL, FLOOR, TRUNC #17319

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vulkan: implement ADD1, ARANGE, FILL, SOFTPLUS, STEP, ROUND, CEIL, FLOOR, TRUNC #17319

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1941f4d
vulkan: implement ADD1
giuseppe Nov 17, 2025
aeff922
vulkan: implement ARANGE
giuseppe Nov 17, 2025
71f9ff7
vulkan: implement FILL
giuseppe Nov 17, 2025
32ff590
vulkan: implement SOFTPLUS
giuseppe Nov 17, 2025
fee74c9
vulkan: implement STEP
giuseppe Nov 17, 2025
a4e6af9
vulkan: implement ROUND
giuseppe Nov 17, 2025
909cc66
vulkan: implement CEIL
giuseppe Nov 17, 2025
1bb2682
vulkan: implement FLOOR
giuseppe Nov 17, 2025
e6d27d5
vulkan: implement TRUNC
giuseppe Nov 17, 2025
15bcb5e
docs: update Vulkan ops
giuseppe Nov 17, 2025
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18 changes: 9 additions & 9 deletions docs/ops.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -17,12 +17,12 @@ Legend:
| ABS | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | 🟡 | ❌ |
| ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
| ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
| ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ |
| ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ |
| ADD_ID | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
| ARANGE | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ |
| ARANGE | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
| ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
| ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 🟡 | ❌ |
| CEIL | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ |
| CEIL | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ |
| CLAMP | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | ❌ |
| CONCAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | ✅ | ❌ |
| CONT | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ |
Expand All @@ -43,9 +43,9 @@ Legend:
| ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ | ❌ |
| EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | 🟡 | ❌ |
| EXPM1 | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ |
| FILL | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
| FILL | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ |
| FLASH_ATTN_EXT | ❌ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ |
| FLOOR | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ |
| FLOOR | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ |
| GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ |
| GEGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
| GEGLU_ERF | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ |
Expand Down Expand Up @@ -87,7 +87,7 @@ Legend:
| ROLL | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ |
| ROPE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
| ROPE_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
| ROUND | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ |
| ROUND | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ |
| RWKV_WKV6 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
| RWKV_WKV7 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
| SCALE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
Expand All @@ -99,15 +99,15 @@ Legend:
| SILU_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
| SIN | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | 🟡 | ❌ |
| SOFTCAP | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
| SOFTPLUS | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ |
| SOFTPLUS | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ | 🟡 | ❌ |
| SOFT_MAX | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
| SOFT_MAX_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ✅ | ❌ |
| SOLVE_TRI | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
| SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | 🟡 | ❌ |
| SQRT | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | 🟡 | 🟡 | ❌ |
| SSM_CONV | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ |
| SSM_SCAN | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | 🟡 | ❌ |
| STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | ❌ | ❌ |
| STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | ✅ | 🟡 | ❌ |
| SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ |
| SUM | ❌ | ✅ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ |
| SUM_ROWS | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ |
Expand All @@ -116,6 +116,6 @@ Legend:
| TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | 🟡 | ❌ |
| TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
| TRI | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
| TRUNC | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ |
| TRUNC | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | 🟡 | 🟡 | ❌ |
| UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | ❌ |
| XIELU | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ |
90 changes: 45 additions & 45 deletions docs/ops/Vulkan.csv
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -5,8 +5,8 @@
"Vulkan0","SGN","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","NEG","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","NEG","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","STEP","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","STEP","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","STEP","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","STEP","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","TANH","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","TANH","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","ELU","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
Expand All @@ -29,18 +29,18 @@
"Vulkan0","EXP","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","EXPM1","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","EXPM1","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","CEIL","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","CEIL","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","CEIL","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","CEIL","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","ABS","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","Vulkan"
"Vulkan0","ABS","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","Vulkan"
"Vulkan0","SGN","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","Vulkan"
Expand Down Expand Up @@ -89,8 +89,8 @@
"Vulkan0","SGN","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","NEG","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","NEG","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","STEP","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","STEP","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","STEP","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","STEP","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","TANH","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","TANH","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","ELU","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
Expand All @@ -113,18 +113,18 @@
"Vulkan0","EXP","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","EXPM1","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","EXPM1","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","CEIL","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","CEIL","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","Vulkan"
"Vulkan0","TRUNC","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","CEIL","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","CEIL","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","Vulkan"
"Vulkan0","TRUNC","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","Vulkan"
"Vulkan0","ABS","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","Vulkan"
"Vulkan0","ABS","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","Vulkan"
"Vulkan0","SGN","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","Vulkan"
Expand Down Expand Up @@ -5654,7 +5654,7 @@
"Vulkan0","SUB","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","Vulkan"
"Vulkan0","MUL","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","Vulkan"
"Vulkan0","DIV","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","Vulkan"
"Vulkan0","ADD1","type=f32,ne=[10,5,4,3]","support","0","no","Vulkan"
"Vulkan0","ADD1","type=f32,ne=[10,5,4,3]","support","1","yes","Vulkan"
"Vulkan0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=0.000000,inplace=0","support","1","yes","Vulkan"
"Vulkan0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=0","support","1","yes","Vulkan"
"Vulkan0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=1","support","1","yes","Vulkan"
Expand Down Expand Up @@ -8632,43 +8632,43 @@
"Vulkan0","COS","type=f16,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","CLAMP","type=f16,ne=[10,5,4,3],min=-0.500000,max=0.500000","support","0","no","Vulkan"
"Vulkan0","LEAKY_RELU","type=f16,ne_a=[10,5,4,3],negative_slope=0.100000","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f16,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","CEIL","type=f16,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","ROUND","type=f16,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","TRUNC","type=f16,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f16,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","CEIL","type=f16,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","ROUND","type=f16,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","TRUNC","type=f16,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","SQR","type=f16,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","SQRT","type=f16,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","LOG","type=f16,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","SIN","type=f16,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","COS","type=f16,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","CLAMP","type=f16,ne=[7,1,5,3],min=-0.500000,max=0.500000","support","0","no","Vulkan"
"Vulkan0","LEAKY_RELU","type=f16,ne_a=[7,1,5,3],negative_slope=0.100000","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f16,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","CEIL","type=f16,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","ROUND","type=f16,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","TRUNC","type=f16,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f16,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","CEIL","type=f16,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","ROUND","type=f16,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","TRUNC","type=f16,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","SQR","type=f32,ne=[10,5,4,3]","support","1","yes","Vulkan"
"Vulkan0","SQRT","type=f32,ne=[10,3,3,2]","support","1","yes","Vulkan"
"Vulkan0","LOG","type=f32,ne=[10,5,4,3]","support","1","yes","Vulkan"
"Vulkan0","SIN","type=f32,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","COS","type=f32,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","CLAMP","type=f32,ne=[10,5,4,3],min=-0.500000,max=0.500000","support","1","yes","Vulkan"
"Vulkan0","LEAKY_RELU","type=f32,ne_a=[10,5,4,3],negative_slope=0.100000","support","1","yes","Vulkan"
"Vulkan0","FLOOR","type=f32,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","CEIL","type=f32,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","ROUND","type=f32,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","TRUNC","type=f32,ne=[10,2,2,2]","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f32,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","CEIL","type=f32,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","ROUND","type=f32,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","TRUNC","type=f32,ne=[10,2,2,2]","support","1","yes","Vulkan"
"Vulkan0","SQR","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","SQRT","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","LOG","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","SIN","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","COS","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","CLAMP","type=f32,ne=[7,1,5,3],min=-0.500000,max=0.500000","support","1","yes","Vulkan"
"Vulkan0","LEAKY_RELU","type=f32,ne_a=[7,1,5,3],negative_slope=0.100000","support","1","yes","Vulkan"
"Vulkan0","FLOOR","type=f32,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","CEIL","type=f32,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","ROUND","type=f32,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","TRUNC","type=f32,ne=[7,1,5,3]","support","0","no","Vulkan"
"Vulkan0","FLOOR","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","CEIL","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","ROUND","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","TRUNC","type=f32,ne=[7,1,5,3]","support","1","yes","Vulkan"
"Vulkan0","DIAG_MASK_INF","type=f32,ne=[10,10,1,1],n_past=5","support","1","yes","Vulkan"
"Vulkan0","DIAG_MASK_INF","type=f32,ne=[10,10,3,1],n_past=5","support","1","yes","Vulkan"
"Vulkan0","DIAG_MASK_INF","type=f32,ne=[10,10,3,2],n_past=5","support","1","yes","Vulkan"
Expand Down Expand Up @@ -9478,7 +9478,7 @@
"Vulkan0","PAD_REFLECT_1D","type=f32,ne_a=[512,34,2,1],pad_0=10,pad_1=9","support","0","no","Vulkan"
"Vulkan0","PAD_REFLECT_1D","type=f32,ne_a=[3000,384,4,1],pad_0=10,pad_1=9","support","0","no","Vulkan"
"Vulkan0","ROLL","shift0=3,shift1=-2,shift3=1,shift4=-1","support","1","yes","Vulkan"
"Vulkan0","ARANGE","type=f32,start=0.000000,stop=10.000000,step=1.000000","support","0","no","Vulkan"
"Vulkan0","ARANGE","type=f32,start=0.000000,stop=10.000000,step=1.000000","support","1","yes","Vulkan"
"Vulkan0","TIMESTEP_EMBEDDING","type=f32,ne_a=[2,1,1,1],dim=320,max_period=10000","support","1","yes","Vulkan"
"Vulkan0","LEAKY_RELU","type=f32,ne_a=[10,5,4,3],negative_slope=0.100000","support","1","yes","Vulkan"
"Vulkan0","CUMSUM","type=f32,ne=[10,5,4,3]","support","0","no","Vulkan"
Expand All @@ -9487,9 +9487,9 @@
"Vulkan0","TRI","type=f32,ne=[10,10,4,3],tri_type=2","support","0","no","Vulkan"
"Vulkan0","TRI","type=f32,ne=[10,10,4,3],tri_type=1","support","0","no","Vulkan"
"Vulkan0","TRI","type=f32,ne=[10,10,4,3],tri_type=0","support","0","no","Vulkan"
"Vulkan0","FILL","type=f32,ne=[10,10,4,3],c=0.000000","support","0","no","Vulkan"
"Vulkan0","FILL","type=f32,ne=[303,207,11,3],c=2.000000","support","0","no","Vulkan"
"Vulkan0","FILL","type=f32,ne=[800,600,4,4],c=-152.000000","support","0","no","Vulkan"
"Vulkan0","FILL","type=f32,ne=[10,10,4,3],c=0.000000","support","1","yes","Vulkan"
"Vulkan0","FILL","type=f32,ne=[303,207,11,3],c=2.000000","support","1","yes","Vulkan"
"Vulkan0","FILL","type=f32,ne=[800,600,4,4],c=-152.000000","support","1","yes","Vulkan"
"Vulkan0","SOLVE_TRI","type=f32,ne_lhs=[10,10,4,3],ne_rhs=[3,10,4,3]","support","0","no","Vulkan"
"Vulkan0","SOLVE_TRI","type=f32,ne_lhs=[11,11,1,1],ne_rhs=[5,11,1,1]","support","0","no","Vulkan"
"Vulkan0","SOLVE_TRI","type=f32,ne_lhs=[17,17,2,4],ne_rhs=[9,17,2,4]","support","0","no","Vulkan"
Expand Down
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