[Performance, hardware] MoE tuning update to AMD MI300x GPUs (#1619)
This commit is contained in:
@@ -1,57 +1,178 @@
|
||||
{
|
||||
"8": {
|
||||
"BLOCK_SIZE_M": 16,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"16": {
|
||||
"BLOCK_SIZE_M": 32,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"32": {
|
||||
"BLOCK_SIZE_M": 32,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"2048": {
|
||||
"BLOCK_SIZE_M": 128,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 128,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"32768": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 0,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
}
|
||||
}
|
||||
{
|
||||
"4": {
|
||||
"BLOCK_SIZE_M": 16,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 4,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"8": {
|
||||
"BLOCK_SIZE_M": 16,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"16": {
|
||||
"BLOCK_SIZE_M": 32,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"32": {
|
||||
"BLOCK_SIZE_M": 32,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"64": {
|
||||
"BLOCK_SIZE_M": 32,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"128": {
|
||||
"BLOCK_SIZE_M": 16,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"256": {
|
||||
"BLOCK_SIZE_M": 16,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"512": {
|
||||
"BLOCK_SIZE_M": 64,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"1024": {
|
||||
"BLOCK_SIZE_M": 128,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 128,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 4,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"2048": {
|
||||
"BLOCK_SIZE_M": 128,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 128,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"4096": {
|
||||
"BLOCK_SIZE_M": 128,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 128,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"8192": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"16384": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"32768": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 0,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"65536": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"131072": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
}
|
||||
}
|
||||
|
||||
@@ -0,0 +1,175 @@
|
||||
{
|
||||
"4": {
|
||||
"BLOCK_SIZE_M": 16,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 4,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"8": {
|
||||
"BLOCK_SIZE_M": 16,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"16": {
|
||||
"BLOCK_SIZE_M": 32,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"32": {
|
||||
"BLOCK_SIZE_M": 32,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"64": {
|
||||
"BLOCK_SIZE_M": 32,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"128": {
|
||||
"BLOCK_SIZE_M": 16,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"256": {
|
||||
"BLOCK_SIZE_M": 128,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 128,
|
||||
"GROUP_SIZE_M": 32,
|
||||
"num_warps": 8,
|
||||
"num_stages": 4
|
||||
},
|
||||
"512": {
|
||||
"BLOCK_SIZE_M": 64,
|
||||
"BLOCK_SIZE_N": 64,
|
||||
"BLOCK_SIZE_K": 256,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"1024": {
|
||||
"BLOCK_SIZE_M": 128,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 128,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 4,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"2048": {
|
||||
"BLOCK_SIZE_M": 128,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 128,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"4096": {
|
||||
"BLOCK_SIZE_M": 128,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 128,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
},
|
||||
"8192": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"16384": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"32768": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 0,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"65536": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 256,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 8,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 1,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 1
|
||||
},
|
||||
"131072": {
|
||||
"BLOCK_SIZE_M": 256,
|
||||
"BLOCK_SIZE_N": 128,
|
||||
"BLOCK_SIZE_K": 64,
|
||||
"GROUP_SIZE_M": 1,
|
||||
"num_warps": 4,
|
||||
"num_stages": 0,
|
||||
"waves_per_eu": 2,
|
||||
"matrix_instr_nonkdim": 16,
|
||||
"kpack": 2
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user