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ModelZoo
ResNet50_tensorflow
Commits
2b91303a
Commit
2b91303a
authored
Mar 19, 2021
by
A. Unique TensorFlower
Browse files
Internal change
PiperOrigin-RevId: 364028490
parent
13bed58a
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official/benchmark/bert_pretrain_benchmark.py
official/benchmark/bert_pretrain_benchmark.py
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official/benchmark/bert_pretrain_benchmark.py
View file @
2b91303a
...
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@@ -275,6 +275,27 @@ class BertPretrainAccuracyBenchmark(bert_benchmark_utils.BertBenchmarkBase):
report_accuracy
=
False
,
ds_type
=
FLAGS
.
distribution_strategy
)
@
owner_utils
.
Owner
(
'tf-model-garden'
)
def
benchmark_perf_4x4_tpu_bf16_seq128_1k_steps
(
self
):
"""Test bert pretraining with 4x4 TPU for 1000 steps."""
self
.
_setup
()
self
.
_specify_common_flags
()
self
.
_specify_tpu_common_flags
()
FLAGS
.
train_batch_size
=
512
FLAGS
.
warmup_steps
=
0
FLAGS
.
num_steps_per_epoch
=
1000
FLAGS
.
num_train_epochs
=
1
FLAGS
.
steps_per_loop
=
500
FLAGS
.
model_dir
=
self
.
_get_model_dir
(
'benchmark_perf_4x4_tpu_bf16_seq128_1k_steps'
)
summary_path
=
os
.
path
.
join
(
FLAGS
.
model_dir
,
'summaries/training_summary.txt'
)
# Disable accuracy check.
self
.
_run_and_report_benchmark
(
summary_path
=
summary_path
,
report_accuracy
=
False
,
ds_type
=
FLAGS
.
distribution_strategy
)
@
owner_utils
.
Owner
(
'tf-model-garden'
)
def
benchmark_perf_8x8_tpu_bf16_seq128_10k_steps
(
self
):
"""Test bert pretraining with 8x8 TPU for 10000 steps."""
...
...
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