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TensorRT-LLM backend v0.13 Update #607

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Merged
merged 2 commits into from
Sep 30, 2024
Merged

TensorRT-LLM backend v0.13 Update #607

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8abc89a
open source 4f4a6a016317e06179b6efea88fcc2954aa2589b
kaiyux Sep 30, 2024
8b2ad36
update submodule
Shixiaowei02 Sep 30, 2024
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828 changes: 510 additions & 318 deletions README.md
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1 change: 1 addition & 0 deletions all_models/gpt/postprocessing/config.pbtxt
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
name: "postprocessing"
backend: "python"
max_batch_size: 1024
dynamic_batching {}
input [
{
name: "TOKENS_BATCH"
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2 changes: 1 addition & 1 deletion all_models/gpt/tensorrt_llm/1/model.py
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Expand Up @@ -160,7 +160,7 @@ def execute(self, requests):
sampling_config.output_log_probs = inputs['output_log_probs']
sampling_config.return_dict = True

outputs = self.runner.generate(input_ids, sampling_config)
outputs = self.runner.generate(input_ids, None, sampling_config)
output_ids = outputs["output_ids"]

if self.rank == 0:
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30 changes: 15 additions & 15 deletions all_models/inflight_batcher_llm/ensemble/config.pbtxt
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Original file line number Diff line number Diff line change
Expand Up @@ -39,12 +39,6 @@ input [
dims: [ 1 ]
optional: true
},
{
name: "image_input"
data_type: TYPE_FP16
dims: [ 3, 224, 224 ]
optional: true
},
{
name: "max_tokens"
data_type: TYPE_INT32
Expand Down Expand Up @@ -164,6 +158,12 @@ input [
dims: [ -1, -1 ]
optional: true
},
{
name: "prompt_table_extra_id"
data_type: TYPE_UINT64
dims: [ 1 ]
optional: true
},
{
name: "prompt_vocab_size"
data_type: TYPE_INT32
Expand Down Expand Up @@ -228,10 +228,6 @@ ensemble_scheduling {
key: "DECODER_QUERY"
value: "decoder_text_input"
}
input_map {
key: "IMAGE"
value: "image_input"
}
input_map {
key: "REQUEST_OUTPUT_LEN"
value: "max_tokens"
Expand Down Expand Up @@ -261,8 +257,8 @@ ensemble_scheduling {
value: "pad_id"
}
input_map {
key: "PROMPT_EMBEDDING_TABLE"
value: "prompt_embedding_table"
key: "PROMPT_TABLE_EXTRA_ID"
value: "prompt_table_extra_id"
}
output_map {
key: "REQUEST_INPUT_LEN"
Expand Down Expand Up @@ -305,8 +301,8 @@ ensemble_scheduling {
value: "_PREPROCESSOR_PAD_ID"
}
output_map {
key: "OUT_PROMPT_EMBEDDING_TABLE"
value: "out_prompt_embedding_table"
key: "OUT_PROMPT_TABLE_EXTRA_IDS"
value: "_OUT_PROMPT_TABLE_EXTRA_IDS"
}
},
{
Expand Down Expand Up @@ -402,7 +398,7 @@ ensemble_scheduling {
}
input_map {
key: "prompt_embedding_table"
value: "out_prompt_embedding_table"
value: "prompt_embedding_table"
}
input_map {
key: "prompt_vocab_size"
Expand All @@ -416,6 +412,10 @@ ensemble_scheduling {
key: "bad_words_list"
value: "_BAD_WORDS_IDS"
}
input_map {
key: "prompt_table_extra_ids"
value: "_OUT_PROMPT_TABLE_EXTRA_IDS"
}
output_map {
key: "output_ids"
value: "_TOKENS_BATCH"
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2 changes: 1 addition & 1 deletion all_models/inflight_batcher_llm/postprocessing/1/model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -240,7 +240,7 @@ def _postprocessing(self, tokens_batch, sequence_lengths):
# Exclude fake ids in multimodal models
fake_id_len = 0
for i in range(seq_len):
if tokens[i] < self.tokenizer.vocab_size:
if tokens[i] < len(self.tokenizer.vocab):
fake_id_len = i
break
output = self.tokenizer.decode(
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1 change: 1 addition & 0 deletions all_models/inflight_batcher_llm/postprocessing/config.pbtxt
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Expand Up @@ -27,6 +27,7 @@
name: "postprocessing"
backend: "python"
max_batch_size: ${triton_max_batch_size}
dynamic_batching {}
input [
{
name: "TOKENS_BATCH"
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