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[Model] DeepSeek Tunings #423

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Merged
merged 28 commits into from
Feb 13, 2025
Merged

[Model] DeepSeek Tunings #423

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50cfad1
fused_moe config for DSv3 on MI300X updated
qli88 Feb 5, 2025
bb0275b
Add tuning script and post processing script
rasmith Feb 5, 2025
2f072c5
Add modification to fp8_utils for tuning
rasmith Feb 5, 2025
2e45ba4
update tuning script and add the configs
rasmith Feb 5, 2025
83fe307
slightly better tunings
rasmith Feb 6, 2025
b471264
benchmark_moe.py is updated to generate more accurate MoE configs and…
qli88 Feb 6, 2025
f1aa6a8
Bug in sgl_moe_align_block_size() is fixed by Greg
qli88 Feb 6, 2025
b7e4e98
Generate fp8_w8a8 config for MI300XHF
qli88 Feb 6, 2025
d4a29be
tunings that don't give garbage output
rasmith Feb 6, 2025
fdaef9b
Merge branch 'deepseek_v3_dev' of github.com:ROCm/vllm into deepseek_…
rasmith Feb 6, 2025
85e4148
More accurate tunings
rasmith Feb 6, 2025
0fc8b54
More accurate tunings and reject inaccurate configs
rasmith Feb 7, 2025
0818d59
add new tunings
rasmith Feb 11, 2025
8e40097
rename tuning script and add benchmark script to use for optimizing b…
rasmith Feb 12, 2025
691464a
Merge branch 'ransmith_ds_tunings' of github.com:ROCm/vllm into ransm…
rasmith Feb 13, 2025
36b53e6
remove white space from file names
rasmith Feb 13, 2025
05a257c
remove white space from file names
rasmith Feb 13, 2025
904c7cb
Remove some unnecessary changes
rasmith Feb 13, 2025
3f1e765
don't use space in file names
rasmith Feb 13, 2025
7edc60f
remove XHF tunings
rasmith Feb 13, 2025
9ce8e59
remove OAM from file name
rasmith Feb 13, 2025
235c536
rmeove OAM from file names
rasmith Feb 13, 2025
7dc82d7
yapf
rasmith Feb 13, 2025
3eaa69f
update config name
rasmith Feb 13, 2025
9ae2e4c
remove benchmark_moe.py changes
rasmith Feb 13, 2025
225d9a5
remove is_contiguous
rasmith Feb 13, 2025
2791ca5
use more recent fp8_utils.py
rasmith Feb 13, 2025
183dec4
remove is_contiguous
rasmith Feb 13, 2025
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128 changes: 128 additions & 0 deletions ...igs/E=256,N=256,device_name=AMD_Instinct_MI300X,dtype=fp8_w8a8,block_shape=[128,128].json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,128 @@
{
"1": {
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"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
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"waves_per_eu": 0
},
"2": {
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},
"4": {
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},
"8": {
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},
"16": {
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},
"24": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
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"num_warps": 4,
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},
"32": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 4,
"num_warps": 2,
"num_stages": 2,
"waves_per_eu": 0
},
"48": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 4,
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},
"64": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
"num_warps": 2,
"num_stages": 2,
"waves_per_eu": 0
},
"96": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 4,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 0
},
"128": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 2,
"num_stages": 2,
"waves_per_eu": 0
},
"256": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 4,
"num_warps": 4,
"num_stages": 2,
"waves_per_eu": 0
},
"512": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 8,
"num_warps": 8,
"num_stages": 2,
"waves_per_eu": 0
},
"1024": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 8,
"num_warps": 8,
"num_stages": 2,
"waves_per_eu": 0
}
}
164 changes: 164 additions & 0 deletions ...s/N=1536,K=1536,device_name=AMD_Instinct_MI300X,dtype=fp8_w8a8,block_shape=[128,128].json
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Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,164 @@
{
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},
"2": {
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},
"4": {
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"num_warps": 4
},
"8": {
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"GROUP_SIZE_M": 16,
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"num_warps": 4
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"16": {
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"24": {
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"32": {
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"num_warps": 4
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"48": {
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"64": {
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"96": {
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"128": {
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"kpack": 1,
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}
}
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