wehub-resource-sync
171 lines
4.8 KiB
YAML
171 lines
4.8 KiB
YAML
#
|
|
# SPDX-FileCopyrightText: Copyright (c) 2022-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
|
|
# SPDX-License-Identifier: Apache-2.0
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
#
|
|
---
|
|
name: CustomEmbLayerNormPluginDynamic
|
|
interface: "IPluginV3"
|
|
versions:
|
|
"6":
|
|
inputs:
|
|
- token_id
|
|
- segment_id
|
|
- input_mask
|
|
outputs:
|
|
- embedded_input
|
|
- maskIdx
|
|
input_dims:
|
|
token_id: 2
|
|
segment_id: 2
|
|
input_mask: 2
|
|
input_dim_constraints:
|
|
- "token_id_0 == bert_embeddings_position_embeddings_0"
|
|
- "segment_id_0 == bert_embeddings_position_embeddings_0"
|
|
- "segment_id_1 == token_id_1"
|
|
- "input_mask_0 == bert_embeddings_position_embeddings_0"
|
|
- "input_mask_1 == token_id_1"
|
|
input_dim_range:
|
|
token_id:
|
|
min: "=1, =1"
|
|
max: "=pinf, =pinf"
|
|
segment_id:
|
|
min: "=1, =1"
|
|
max: "=pinf, =pinf"
|
|
input_mask:
|
|
min: "=1, =1"
|
|
max: "=pinf, =pinf"
|
|
supported_input_types:
|
|
combination1:
|
|
token_id: int32
|
|
segment_id: int32
|
|
input_mask: int32
|
|
output_dims:
|
|
embedded_input: "token_id_0, token_id_1, bert_embeddings_layernorm_beta_0, 1, 1"
|
|
maskIdx: "token_id_1, 1"
|
|
attributes:
|
|
- output_fp16
|
|
- full_mask
|
|
- mha_type_id
|
|
- bert_embeddings_layernorm_beta
|
|
- bert_embeddings_layernorm_gamma
|
|
- bert_embeddings_word_embeddings
|
|
- bert_embeddings_token_type_embeddings
|
|
- bert_embeddings_position_embeddings
|
|
attribute_types:
|
|
output_fp16: int32
|
|
full_mask: int32
|
|
mha_type_id: int32
|
|
bert_embeddings_layernorm_beta: float32
|
|
bert_embeddings_layernorm_gamma: float32
|
|
bert_embeddings_word_embeddings: float32
|
|
bert_embeddings_token_type_embeddings: float32
|
|
bert_embeddings_position_embeddings: float32
|
|
attribute_dims:
|
|
output_fp16: 1
|
|
full_mask: 1
|
|
mha_type_id: 1
|
|
bert_embeddings_layernorm_beta: 1
|
|
bert_embeddings_layernorm_gamma: 1
|
|
bert_embeddings_word_embeddings: 2
|
|
bert_embeddings_token_type_embeddings: 2
|
|
bert_embeddings_position_embeddings: 2
|
|
attribute_dim_range:
|
|
output_fp16:
|
|
- min: "=1"
|
|
- max: "=1"
|
|
full_mask:
|
|
- min: "=1"
|
|
- max: "=1"
|
|
mha_type_id:
|
|
- min: "=1"
|
|
- max: "=1"
|
|
bert_embeddings_layernorm_beta:
|
|
- min: "=1"
|
|
- max: "=pinf"
|
|
bert_embeddings_layernorm_gamma:
|
|
- min: "=1"
|
|
- max: "=pinf"
|
|
bert_embeddings_word_embedding:
|
|
- min: "=1, =1"
|
|
- max: "=pinf, =pinf"
|
|
bert_embeddings_token_type_embeddings:
|
|
- min: "=1, =1"
|
|
- max: "=pinf, =pinf"
|
|
bert_embeddings_position_embeddings:
|
|
- min: "=1, =1"
|
|
- max: "=pinf, =pinf"
|
|
attribute_options:
|
|
output_fp16:
|
|
- 0
|
|
- 1
|
|
full_mask:
|
|
- 0
|
|
- 1
|
|
mha_type_id:
|
|
- 0
|
|
- 1
|
|
- 2
|
|
bert_embeddings_layernorm_beta:
|
|
min: "=ninf"
|
|
max: "=pinf"
|
|
bert_embeddings_layernorm_gamma:
|
|
min: "=ninf"
|
|
max: "=pinf"
|
|
bert_embeddings_word_embeddings:
|
|
min: "=ninf"
|
|
max: "=pinf"
|
|
bert_embeddings_token_type_embeddings:
|
|
min: "=ninf"
|
|
max: "=pinf"
|
|
bert_embeddings_position_embeddings:
|
|
min: "=ninf"
|
|
max: "=pinf"
|
|
attributes_required:
|
|
- bert_embeddings_layernorm_beta
|
|
- bert_embeddings_layernorm_gamma
|
|
- bert_embeddings_word_embeddings
|
|
- bert_embeddings_token_type_embeddings
|
|
- bert_embeddings_position_embeddings
|
|
golden_reference_script: "plugin/CustomEmbLayerNormPluginDynamic_PluginReference.py"
|
|
abs_tol: 1e-5
|
|
rel_tol: 1e-5
|
|
configs:
|
|
config1:
|
|
input_types:
|
|
token_id: int32
|
|
segment_id: int32
|
|
input_mask: int32
|
|
attribute_options:
|
|
output_fp16:
|
|
value: 0
|
|
shape: "1"
|
|
full_mask:
|
|
value: 0
|
|
shape: "1"
|
|
mha_type_id:
|
|
value: 0
|
|
shape: "1"
|
|
bert_embeddings_layernorm_beta:
|
|
shape: "128"
|
|
bert_embeddings_layernorm_gamma:
|
|
shape: "128"
|
|
bert_embeddings_word_embeddings:
|
|
shape: "100, 128"
|
|
bert_embeddings_token_type_embeddings:
|
|
shape: "2, 128"
|
|
bert_embeddings_position_embeddings:
|
|
shape: "20, 128"
|
|
...
|