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OpenDAS
dynamo
Commits
8492333b
Commit
8492333b
authored
Feb 02, 2025
by
Piotr Marcinkiewicz
Committed by
GitHub
Feb 01, 2025
Browse files
Adjustment for multi node benchmark
Signed-off-by:
Piotr Marcinkiewicz
<
piotrm@nvidia.com
>
parent
04e50aba
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8492333b
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@@ -36,7 +36,7 @@ throughput within the SLA.
For example for input sequence length 3000 and output sequence length
150 after sweeping different tensor parallellism strategies on two
8 x H100 GPU nodes, we've found that using
2
instances of TP
4
for
8 x H100 GPU nodes, we've found that using
4
instances of TP
2
for
context (on one node) and using 1 instance of TP 8 for generate (on
the second node) gives the best throughput at a latency target of 50
tokens per sec per user.
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@@ -102,11 +102,10 @@ genai-perf profile \
The following results are given as an example, are not fully
optimized, and do not indicate what you may get locally.
| label | configuration | concurrency | output
_
token
_
throughput
_
per
_
request | output
_
token
_
throughput
_
per
_
gpu | time
_
to
_
first
_
token | inter
_
token
_
latency |
| label | configuration | concurrency | output
token
throughput
per
request | output
token
throughput
per
gpu | time
to
first
token | inter
token
latency |
|----------|--------------------------------|-------------|-------------------------------------|---------------------------------|---------------------|---------------------|
| disagg | context_tp2dp4_generate_tp8dp1 | 48 | 49.18197330348195 | 87.55798331 | 1157.4852116520833 | 15.935926391666667 |
| baseline | baseline_tp4dp1 | 4 | 50.27116554062172 | 56.26445983 | 709.2506074249999 | 15.265875249999999 |
| disagg | context tp2dp4 generate tp8dp1 | 48 | 49.18197330348195 | 87.55798331 | 1157.4852116520833 | 15.935926391666667 |
| baseline | baseline tp4dp1 | 4 | 50.27116554062172 | 56.26445983 | 709.2506074249999 | 15.265875249999999 |
### Baseline Comparison
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