Search by Module
Search by Words
Search Projects
Most Popular
Top Python APIs
Popular Projects
Java
Python
JavaScript
TypeScript
C++
Scala
Blog
Project: training_results_v0.5
(GitHub Link)
training_results_v0.5-master
CONTRIBUTING.md
v0.5.0
google
research_v3.32
gnmt-tpuv3-32
code
gnmt
run_and_time_tpu.sh
setup_tpu.sh
README.md
model
t2t
AUTHORS
floyd.yml
tensor2tensor
serving
export.py
query.py
__init__.py
README.md
serving_utils.py
utils
video2gif.py
mtf_model.py
avg_checkpoints.py
expert_utils_test.py
data_reader_test.py
quantization.py
trainer_lib_test.py
modality.py
mlperf_log.py
usr_dir.py
get_rouge.py
metrics_test.py
learning_rate.py
devices.py
yellowfin_test.py
metrics.py
cloud_mlengine.py
decoding.py
adv_attack_utils.py
rouge.py
video_metrics.py
diet_test.py
flags.py
adafactor.py
get_ende_bleu.sh
diet.py
data_reader.py
rouge_test.py
registry.py
restore_hook.py
checkpoint_compatibility_test.py
t2t_model.py
yellowfin.py
__init__.py
multistep_optimizer_test.py
registry_test.py
video_metrics_test.py
bleu_hook_test.py
mlperf_tags.py
optimize.py
expert_utils.py
pruning_utils.py
compute_video_metrics.py
t2t_model_test.py
metrics_hook_test.py
beam_search.py
beam_search_test.py
trainer_lib.py
update_ops_hook.py
get_cnndm_rouge.sh
metrics_hook.py
multistep_optimizer.py
video
reward_confusion.py
prediction2gif.py
bleu_hook.py
layers
bayes.py
common_video.py
discretization.py
latent_layers.py
discretization_test.py
common_hparams.py
modalities_test.py
bayes_test.py
latent_layers_test.py
common_image_attention.py
common_message_passing_attention.py
common_layers.py
common_attention.py
ngram.py
common_attention_test.py
common_image_attention_test.py
ngram_test.py
vqa_layers.py
common_video_test.py
__init__.py
vq_discrete.py
modalities.py
common_layers_test.py
transformer_layers.py
common_audio.py
models
revnet_test.py
slicenet.py
mtf_image_transformer.py
distillation.py
transformer.py
basic_test.py
slicenet_test.py
neural_gpu.py
basic.py
bytenet_test.py
image_transformer_2d.py
mtf_resnet.py
xception.py
mtf_transformer_test.py
bytenet.py
image_transformer_2d_test.py
resnet.py
lstm_test.py
image_transformer.py
lstm.py
mtf_image_transformer_test.py
xception_test.py
__init__.py
README.md
shake_shake.py
transformer_test.py
resnet_test.py
research
universal_transformer_util.py
rl.py
moe_experiments.py
autoencoders.py
similarity_transformer.py
glow_test.py
transformer_moe.py
vqa_attention.py
transformer_aux.py
cycle_gan.py
autoencoders_test.py
gene_expression.py
glow_ops_test.py
attention_lm_moe.py
transformer_vae_test.py
gene_expression_test.py
transformer_revnet.py
adafactor_experiments.py
transformer_nat.py
vqa_attention_test.py
glow_ops.py
transformer_revnet_test.py
transformer_vae.py
attention_lm.py
universal_transformer_test.py
moe.py
lm_experiments.py
transformer_symshard.py
super_lm.py
glow.py
glow_init_hook.py
transformer_sketch.py
__init__.py
universal_transformer.py
vqa_recurrent_self_attention.py
vqa_self_attention.py
aligned.py
transformer_aux_test.py
neural_gpu_test.py
revnet.py
image_transformer_test.py
vanilla_gan.py
mtf_transformer.py
video
sv2p_test.py
savp.py
epva_params.py
emily.py
base_vae.py
sv2p_params.py
basic_deterministic_test.py
emily_test.py
basic_stochastic.py
basic_deterministic_params.py
basic_recurrent.py
sv2p.py
savp_params.py
basic_recurrent_test.py
epva.py
savp_test.py
basic_stochastic_test.py
__init__.py
svg_lp.py
basic_deterministic.py
base.py
tests_utils.py
rl
model_rl_experiment_player.py
rl_trainer_lib_test.py
dopamine_connector.py
ppo.py
trainer_model_free.py
trainer_model_based.py
trainer_model_based_agent_only.py
trainer_model_based_params.py
trainer_model_free_test.py
trainer_model_based_recurrent_test.py
rl_trainer_lib.py
__init__.py
README.md
datagen_with_agent.py
collect.py
ppo_learner.py
trainer_model_based_sv2p_test.py
trainer_model_based_dqn_test.py
trainer_model_based_stochastic_test.py
policy_learner.py
trainer_model_based_test.py
envs
py_func_batch_env.py
simulated_batch_gym_env.py
tf_atari_wrappers.py
in_graph_batch_env.py
__init__.py
simulated_batch_env.py
test_data
example_usr_dir
my_submodule.py
__init__.py
requirements.txt
vocab.translate_ende_wmt8k.8192.subwords
transformer_test_ckpt
flags.txt
hparams.json
checkpoint
notebooks
hello_t2t-rl.ipynb
asr_transformer.ipynb
t2t_problem.ipynb
data_generators
wiki_lm.py
translate_test.py
translate_enmk.py
audio_encoder.py
snli.py
translate_enzh.py
gym_utils.py
twentybn.py
mscoco_test.py
speech_recognition.py
conll_ner.py
audio_test.py
imdb.py
gym_env_test.py
timeseries_data_generator.py
desc2code.py
function_docstring.py
wsj_parsing.py
tokenizer.py
cipher.py
gene_expression.py
allen_brain.py
wiki_multi_problems.py
wikitext103.py
mnist.py
celeba.py
librispeech.py
translate_ende.py
timeseries.py
translate_entn.py
gene_expression_test.py
ptb.py
problem_hparams.py
paraphrase_ms_coco_test.py
dna_encoder_test.py
translate_enid.py
text_encoder_test.py
lm1b.py
generator_utils.py
dna_encoder.py
cnn_dailymail.py
wnli.py
style_transfer_test.py
fsns.py
mscoco.py
celeba_test.py
imagenet_test.py
babi_qa.py
desc2code_test.py
video_utils_test.py
vqa.py
text_encoder_build_subword.py
wiki_revision_utils.py
algorithmic_test.py
tokenizer_test.py
video_generated.py
program_search.py
image_utils.py
mrpc.py
translate_enro.py
audio.py
ice_parsing.py
image_lsun.py
algorithmic_math.py
scitail.py
style_transfer.py
test_data
vocab-1.txt
vocab-2.txt
1.csv
corpus-1.txt
corpus-2.txt
multi_problem.py
algorithmic.py
rte.py
allen_brain_test.py
lm1b_mnli.py
video_utils.py
paraphrase_ms_coco.py
ocr.py
problem.py
wiki_revision.py
stanford_nli.py
subject_verb_agreement.py
gym_env.py
timeseries_data_generator_test.py
bair_robot_pushing.py
sst_binary.py
image_utils_test.py
text_problems.py
pointer_generator_word.py
translate_enet.py
generator_utils_test.py
__init__.py
text_problems_test.py
common_voice.py
README.md
google_robot_pushing.py
timeseries_test.py
text_encoder.py
program_search_test.py
wikisum
delete_instances.sh
html.py
validate_data.py
wikisum.py
utils_test.py
parallel_launch.py
get_references_web_single_group.py
test_data
para_good1.txt
para_bad1.txt
get_references_commoncrawl.py
get_references_web.py
produce_examples.py
__init__.py
README.md
utils.py
generate_vocab.py
translate_envi.py
multinli.py
common_voice_test.py
problem_test.py
all_problems.py
algorithmic_math_test.py
celebahq.py
vqa_utils.py
translate.py
lm1b_imdb.py
inspect_tfrecord.py
cola.py
imagenet.py
cifar.py
lambada.py
wiki.py
qnli.py
translate_enfr.py
quora_qpairs.py
translate_encs.py
squad.py
__init__.py
visualization
visualization_test.py
attention.py
TransformerVisualization.ipynb
attention.js
__init__.py
visualization.py
bin
t2t-trainer
t2t_trainer.py
t2t_translate_all.py
t2t-translate-all
t2t_prune.py
t2t_datagen.py
t2t-decoder
t2t-make-tf-configs
t2t-avg-all
build_vocab.py
make_tf_configs.py
t2t_avg_all.py
t2t_trainer_test.py
t2t_distill.py
t2t_attack.py
t2t-exporter
t2t-bleu
__init__.py
t2t-insights-server
t2t_bleu.py
t2t_decoder.py
t2t-datagen
t2t-query-server
metrics
video_conditional_fvd_test.py
video_conditional_fvd.py
__init__.py
problems_test.py
problems.py
insights
query_processor.py
graph.py
insight_configuration.proto
server.py
polymer
explore_view
explore-view.js
explore-view.html
query_card
query-card.js
query-card.html
insights_app
insights-app.html
insights-app.js
language_selector
language-selector-content.html
language-selector-content.js
language-selector.html
language-selector.js
attention_visualization
attention-visualization.js
attention-visualization.html
processing_visualization
processing-visualization.js
processing-visualization.html
bower.json
translation_result
translation-result.html
translation-result.js
common-types.js
graph_visualization
graph-visualization.html
graph-visualization.js
.bowerrc
tensor2tensor.html
index.html
__init__.py
README.md
transformer_model.py
LICENSE
CONTRIBUTING.md
ISSUE_TEMPLATE.md
setup.py
.travis.yml
README.md
floyd_requirements.txt
pylintrc
.gitignore
docs
new_model.md
walkthrough.md
cloud_mlengine.md
index.md
overview.md
tutorials
asr_with_transformer.md
distributed_training.md
new_problem.md
cloud_tpu.md
oss_scripts
oss_integration_test.sh
oss_pip_install.sh
oss_tests.sh
oss_release.sh
setup_environment.sh
run_helper.sh
bootstrap.sh
upgrade_gcc.sh
main.sh
staging
models
rough
nmt_gpu
oss_1gpu.sh
variable_mgr
BUILD
variable_mgr.py
batch_allreduce.py
allreduce.py
variable_mgr_util.py
constants.py
__init__.py
beam_search_decoder.py
utils
vocab_utils_test.py
math_utils.py
misc_utils_test.py
iterator_utils.py
nmt_utils.py
iterator_utils_test.py
evaluation_utils.py
__init__.py
misc_utils.py
evaluation_utils_test.py
vocab_utils.py
estimator.py
oss_8gpu.sh
attention_wrapper.py
nmt.py
model.py
block_lstm.py
__init__.py
vm_run.sh
scripts
__init__.py
bleu.py
gnmt_model.py
model_helper.py
estimator_test.py
mask_rcnn
mask_rcnn_main.py
anchors.py
mask_rcnn_model.py
dataloader.py
mask_rcnn_architecture.py
utils.py
object_detection
balanced_positive_negative_sampler.py
region_similarity_calculator.py
ops.py
shape_utils.py
target_assigner.py
preprocessor.py
minibatch_sampler.py
box_list.py
faster_rcnn_box_coder.py
argmax_matcher.py
matcher.py
box_coder.py
__init__.py
tf_example_decoder.py
coco_metric.py
resnet
train_runner.py
imagenet_input.py
resnet_preprocessing.py
resnet_model.py
in_memory_eval.py
eval_runner.py
async_checkpoint.py
resnet_main.py
nmt
beam_search_decoder.py
utils
vocab_utils_test.py
__pycache__
evaluation_utils.cpython-35.pyc
iterator_utils.cpython-35.pyc
misc_utils.cpython-35.pyc
__init__.cpython-35.pyc
nmt_utils.cpython-35.pyc
vocab_utils.cpython-35.pyc
misc_utils_test.py
iterator_utils.py
nmt_utils.py
iterator_utils_test.py
evaluation_utils.py
__init__.py
misc_utils.py
evaluation_utils_test.py
vocab_utils.py
estimator.py
decoder.py
__pycache__
async_checkpoint.cpython-35.pyc
attention_model.cpython-35.pyc
estimator.cpython-35.pyc
decoder.cpython-35.pyc
model_helper.cpython-35.pyc
model.cpython-35.pyc
low_level_runner.cpython-35.pyc
gnmt_model.cpython-35.pyc
beam_search_decoder.cpython-35.pyc
distributed_iterator_utils.cpython-35.pyc
attention_model.py
nmt.py
model.py
low_level_runner.py
__init__.py
scripts
__pycache__
bleu.cpython-35.pyc
__init__.cpython-35.pyc
__init__.py
bleu.py
async_checkpoint.py
gnmt_model.py
model_helper.py
estimator_test.py
distributed_iterator_utils.py
ssd
run_tpu.sh
open_source
.setup_env.sh
ssd_architecture.py
ssd_model.py
dataloader.py
train_low_level_runner.py
run.sh
ssd_main.py
utils.py
async_checkpoint.py
ssd_constants.py
eval_low_level_runner.py
coco_metric.py
README.md
setup.sh
preproc_dataset.sh
nmt
model
t2t
tensor2tensor
insights
polymer
.bowerrc
.travis.yml
staging
models
rough
nmt
utils
__pycache__
evaluation_utils.cpython-35.pyc
iterator_utils.cpython-35.pyc
misc_utils.cpython-35.pyc
__init__.cpython-35.pyc
nmt_utils.cpython-35.pyc
vocab_utils.cpython-35.pyc
__pycache__
async_checkpoint.cpython-35.pyc
attention_model.cpython-35.pyc
estimator.cpython-35.pyc
decoder.cpython-35.pyc
model_helper.cpython-35.pyc
model.cpython-35.pyc
gnmt_model.cpython-35.pyc
beam_search_decoder.cpython-35.pyc
distributed_iterator_utils.cpython-35.pyc
scripts
__pycache__
bleu.cpython-35.pyc
__init__.cpython-35.pyc
ssd
open_source
.setup_env.sh
results
tpu
gnmt
result_6.txt
result_1.txt
result_9.txt
result_4.txt
result_0.txt
result_2.txt
result_8.txt
result_7.txt
result_5.txt
result_3.txt
entry.json
submission.json
resnet-tpuv3-32
code
resnet
run_and_time_tpu.sh
setup_tpu.sh
README.md
preproc_dataset.sh
results
tpu
entry.json
resnet
result_1.txt
result_4.txt
result_0.txt
result_2.txt
result_3.txt
submission.json
ssd-tpuv3-32
code
ssd
run_and_time_tpu.sh
setup_tpu.sh
README.md
preproc_dataset.sh
results
tpu
entry.json
ssd
result_1.txt
result_4.txt
result_0.txt
result_2.txt
result_3.txt
submission.json
research_v3.512
resnet-tpuv3-512
code
resnet
run_and_time_tpu.sh
setup_tpu.sh
README.md
preproc_dataset.sh
results
tpu
entry.json
resnet
result_1.txt
result_4.txt
result_0.txt
result_2.txt
result_3.txt
submission.json
cloud_v3.8
gnmt-tpuv3-8
code
gnmt
run_and_time_tpu.sh
setup_tpu.sh
README.md
model
t2t
AUTHORS
floyd.yml
tensor2tensor
serving
export.py
query.py
__init__.py
README.md
serving_utils.py
utils
video2gif.py
mtf_model.py
avg_checkpoints.py
expert_utils_test.py
data_reader_test.py
quantization.py
trainer_lib_test.py
modality.py
mlperf_log.py
usr_dir.py
get_rouge.py
metrics_test.py
learning_rate.py
devices.py
yellowfin_test.py
metrics.py
cloud_mlengine.py
decoding.py
adv_attack_utils.py
rouge.py
video_metrics.py
diet_test.py
flags.py
adafactor.py
get_ende_bleu.sh
diet.py
data_reader.py
rouge_test.py
registry.py
restore_hook.py
checkpoint_compatibility_test.py
t2t_model.py
yellowfin.py
__init__.py
multistep_optimizer_test.py
registry_test.py
video_metrics_test.py
bleu_hook_test.py
mlperf_tags.py
optimize.py
expert_utils.py
pruning_utils.py
compute_video_metrics.py
t2t_model_test.py
metrics_hook_test.py
beam_search.py
beam_search_test.py
trainer_lib.py
update_ops_hook.py
get_cnndm_rouge.sh
metrics_hook.py
multistep_optimizer.py
video
reward_confusion.py
prediction2gif.py
bleu_hook.py
layers
bayes.py
common_video.py
discretization.py
latent_layers.py
discretization_test.py
common_hparams.py
modalities_test.py
bayes_test.py
latent_layers_test.py
common_image_attention.py
common_message_passing_attention.py
common_layers.py
common_attention.py
ngram.py
common_attention_test.py
common_image_attention_test.py
ngram_test.py
vqa_layers.py
common_video_test.py
__init__.py
vq_discrete.py
modalities.py
common_layers_test.py
transformer_layers.py
common_audio.py
models
revnet_test.py
slicenet.py
mtf_image_transformer.py
distillation.py
transformer.py
basic_test.py
slicenet_test.py
neural_gpu.py
basic.py
bytenet_test.py
image_transformer_2d.py
mtf_resnet.py
xception.py
mtf_transformer_test.py
bytenet.py
image_transformer_2d_test.py
resnet.py
lstm_test.py
image_transformer.py
lstm.py
mtf_image_transformer_test.py
xception_test.py
__init__.py
README.md
shake_shake.py
transformer_test.py
resnet_test.py
research
universal_transformer_util.py
rl.py
moe_experiments.py
autoencoders.py
similarity_transformer.py
glow_test.py
transformer_moe.py
vqa_attention.py
transformer_aux.py
cycle_gan.py
autoencoders_test.py
gene_expression.py
glow_ops_test.py
attention_lm_moe.py
transformer_vae_test.py
gene_expression_test.py
transformer_revnet.py
adafactor_experiments.py
transformer_nat.py
vqa_attention_test.py
glow_ops.py
transformer_revnet_test.py
transformer_vae.py
attention_lm.py
universal_transformer_test.py
moe.py
lm_experiments.py
transformer_symshard.py
super_lm.py
glow.py
glow_init_hook.py
transformer_sketch.py
__init__.py
universal_transformer.py
vqa_recurrent_self_attention.py
vqa_self_attention.py
aligned.py
transformer_aux_test.py
neural_gpu_test.py
revnet.py
image_transformer_test.py
vanilla_gan.py
mtf_transformer.py
video
sv2p_test.py
savp.py
epva_params.py
emily.py
base_vae.py
sv2p_params.py
basic_deterministic_test.py
emily_test.py
basic_stochastic.py
basic_deterministic_params.py
basic_recurrent.py
sv2p.py
savp_params.py
basic_recurrent_test.py
epva.py
savp_test.py
basic_stochastic_test.py
__init__.py
svg_lp.py
basic_deterministic.py
base.py
tests_utils.py
rl
model_rl_experiment_player.py
rl_trainer_lib_test.py
dopamine_connector.py
ppo.py
trainer_model_free.py
trainer_model_based.py
trainer_model_based_agent_only.py
trainer_model_based_params.py
trainer_model_free_test.py
trainer_model_based_recurrent_test.py
rl_trainer_lib.py
__init__.py
README.md
datagen_with_agent.py
collect.py
ppo_learner.py
trainer_model_based_sv2p_test.py
trainer_model_based_dqn_test.py
trainer_model_based_stochastic_test.py
policy_learner.py
trainer_model_based_test.py
envs
py_func_batch_env.py
simulated_batch_gym_env.py
tf_atari_wrappers.py
in_graph_batch_env.py
__init__.py
simulated_batch_env.py
test_data
example_usr_dir
my_submodule.py
__init__.py
requirements.txt
vocab.translate_ende_wmt8k.8192.subwords
transformer_test_ckpt
flags.txt
hparams.json
checkpoint
notebooks
hello_t2t-rl.ipynb
asr_transformer.ipynb
t2t_problem.ipynb
data_generators
wiki_lm.py
translate_test.py
translate_enmk.py
audio_encoder.py
snli.py
translate_enzh.py
gym_utils.py
twentybn.py
mscoco_test.py
speech_recognition.py
conll_ner.py
audio_test.py
imdb.py
gym_env_test.py
timeseries_data_generator.py
desc2code.py
function_docstring.py
wsj_parsing.py
tokenizer.py
cipher.py
gene_expression.py
allen_brain.py
wiki_multi_problems.py
wikitext103.py
mnist.py
celeba.py
librispeech.py
translate_ende.py
timeseries.py
translate_entn.py
gene_expression_test.py
ptb.py
problem_hparams.py
paraphrase_ms_coco_test.py
dna_encoder_test.py
translate_enid.py
text_encoder_test.py
lm1b.py
generator_utils.py
dna_encoder.py
cnn_dailymail.py
wnli.py
style_transfer_test.py
fsns.py
mscoco.py
celeba_test.py
imagenet_test.py
babi_qa.py
desc2code_test.py
video_utils_test.py
vqa.py
text_encoder_build_subword.py
wiki_revision_utils.py
algorithmic_test.py
tokenizer_test.py
video_generated.py
program_search.py
image_utils.py
mrpc.py
translate_enro.py
audio.py
ice_parsing.py
image_lsun.py
algorithmic_math.py
scitail.py
style_transfer.py
test_data
vocab-1.txt
vocab-2.txt
1.csv
corpus-1.txt
corpus-2.txt
multi_problem.py
algorithmic.py
rte.py
allen_brain_test.py
lm1b_mnli.py
video_utils.py
paraphrase_ms_coco.py
ocr.py
problem.py
wiki_revision.py
stanford_nli.py
subject_verb_agreement.py
gym_env.py
timeseries_data_generator_test.py
bair_robot_pushing.py
sst_binary.py
image_utils_test.py
text_problems.py
pointer_generator_word.py
translate_enet.py
generator_utils_test.py
__init__.py
text_problems_test.py
common_voice.py
README.md
google_robot_pushing.py
timeseries_test.py
text_encoder.py
program_search_test.py
wikisum
delete_instances.sh
html.py
validate_data.py
wikisum.py
utils_test.py
parallel_launch.py
get_references_web_single_group.py
test_data
para_good1.txt
para_bad1.txt
get_references_commoncrawl.py
get_references_web.py
produce_examples.py
__init__.py
README.md
utils.py
generate_vocab.py
translate_envi.py
multinli.py
common_voice_test.py
problem_test.py
all_problems.py
algorithmic_math_test.py
celebahq.py
vqa_utils.py
translate.py
lm1b_imdb.py
inspect_tfrecord.py
cola.py
imagenet.py
cifar.py
lambada.py
wiki.py
qnli.py
translate_enfr.py
quora_qpairs.py
translate_encs.py
squad.py
__init__.py
visualization
visualization_test.py
attention.py
TransformerVisualization.ipynb
attention.js
__init__.py
visualization.py
bin
t2t-trainer
t2t_trainer.py
t2t_translate_all.py
t2t-translate-all
t2t_prune.py
t2t_datagen.py
t2t-decoder
t2t-make-tf-configs
t2t-avg-all
build_vocab.py
make_tf_configs.py
t2t_avg_all.py
t2t_trainer_test.py
t2t_distill.py
t2t_attack.py
t2t-exporter
t2t-bleu
__init__.py
t2t-insights-server
t2t_bleu.py
t2t_decoder.py
t2t-datagen
t2t-query-server
metrics
video_conditional_fvd_test.py
video_conditional_fvd.py
__init__.py
problems_test.py
problems.py
insights
query_processor.py
graph.py
insight_configuration.proto
server.py
polymer
explore_view
explore-view.js
explore-view.html
query_card
query-card.js
query-card.html
insights_app
insights-app.html
insights-app.js
language_selector
language-selector-content.html
language-selector-content.js
language-selector.html
language-selector.js
attention_visualization
attention-visualization.js
attention-visualization.html
processing_visualization
processing-visualization.js
processing-visualization.html
bower.json
translation_result
translation-result.html
translation-result.js
common-types.js
graph_visualization
graph-visualization.html
graph-visualization.js
.bowerrc
tensor2tensor.html
index.html
__init__.py
README.md
transformer_model.py
LICENSE
CONTRIBUTING.md
ISSUE_TEMPLATE.md
setup.py
.travis.yml
README.md
floyd_requirements.txt
pylintrc
.gitignore
docs
new_model.md
walkthrough.md
cloud_mlengine.md
index.md
overview.md
tutorials
asr_with_transformer.md
distributed_training.md
new_problem.md
cloud_tpu.md
oss_scripts
oss_integration_test.sh
oss_pip_install.sh
oss_tests.sh
oss_release.sh
setup_environment.sh
run_helper.sh
bootstrap.sh
upgrade_gcc.sh
main.sh
staging
models
rough
nmt_gpu
oss_1gpu.sh
variable_mgr
BUILD
variable_mgr.py
batch_allreduce.py
allreduce.py
variable_mgr_util.py
constants.py
__init__.py
beam_search_decoder.py
utils
vocab_utils_test.py
math_utils.py
misc_utils_test.py
iterator_utils.py
nmt_utils.py
iterator_utils_test.py
evaluation_utils.py
__init__.py
misc_utils.py
evaluation_utils_test.py
vocab_utils.py
estimator.py
oss_8gpu.sh
attention_wrapper.py
nmt.py
model.py
block_lstm.py
__init__.py
vm_run.sh
scripts
__init__.py
bleu.py
gnmt_model.py
model_helper.py
estimator_test.py
mask_rcnn
mask_rcnn_main.py
anchors.py
mask_rcnn_model.py
dataloader.py
mask_rcnn_architecture.py
utils.py
object_detection
balanced_positive_negative_sampler.py
region_similarity_calculator.py
ops.py
shape_utils.py
target_assigner.py
preprocessor.py
minibatch_sampler.py
box_list.py
faster_rcnn_box_coder.py
argmax_matcher.py
matcher.py
box_coder.py
__init__.py
tf_example_decoder.py
coco_metric.py
resnet
train_runner.py
imagenet_input.py
resnet_preprocessing.py
resnet_model.py
in_memory_eval.py
eval_runner.py
async_checkpoint.py
resnet_main.py
nmt
beam_search_decoder.py
utils
vocab_utils_test.py
__pycache__
evaluation_utils.cpython-35.pyc
iterator_utils.cpython-35.pyc
misc_utils.cpython-35.pyc
__init__.cpython-35.pyc
nmt_utils.cpython-35.pyc
vocab_utils.cpython-35.pyc
misc_utils_test.py
iterator_utils.py
nmt_utils.py
iterator_utils_test.py
evaluation_utils.py
__init__.py
misc_utils.py
evaluation_utils_test.py
vocab_utils.py
estimator.py
decoder.py
__pycache__
async_checkpoint.cpython-35.pyc
attention_model.cpython-35.pyc
estimator.cpython-35.pyc
decoder.cpython-35.pyc
model_helper.cpython-35.pyc
model.cpython-35.pyc
low_level_runner.cpython-35.pyc
gnmt_model.cpython-35.pyc
beam_search_decoder.cpython-35.pyc
distributed_iterator_utils.cpython-35.pyc
attention_model.py
nmt.py
model.py
low_level_runner.py
__init__.py
scripts
__pycache__
bleu.cpython-35.pyc
__init__.cpython-35.pyc
__init__.py
bleu.py
async_checkpoint.py
gnmt_model.py
model_helper.py
estimator_test.py
distributed_iterator_utils.py
ssd
run_tpu.sh
open_source
.setup_env.sh
ssd_architecture.py
ssd_model.py
dataloader.py
train_low_level_runner.py
run.sh
ssd_main.py
utils.py
async_checkpoint.py
ssd_constants.py
eval_low_level_runner.py
coco_metric.py
README.md
setup.sh
preproc_dataset.sh
results
tpu
gnmt
result_6.txt
result_1.txt
result_9.txt
result_4.txt
result_0.txt
result_2.txt
result_8.txt
result_7.txt
result_5.txt
result_3.txt
entry.json
submission.json
resnet-tpuv3-8
code
resnet
run_and_time_tpu.sh
setup_tpu.sh
README.md
model
setup_environment.sh
run_helper.sh
bootstrap.sh
upgrade_gcc.sh
main.sh
models
AUTHORS
samples
cookbook
regression
linear_regression.py
custom_regression.py
regression_test.py
dnn_regression.py
__init__.py
automobile_data.py
linear_regression_categorical.py
languages
java
label_image
src
main
java
LabelImage.java
pom.xml
download.py
download_sample_images.sh
README.md
download.sh
training
src
main
java
Train.java
pom.xml
README.md
model
create_graph.py
graph.pb
docker
test_inside_container.sh
sanity_test.sh
README.md
Dockerfile
README.md
object_detection
src
main
java
DetectObjects.java
object_detection
protos
StringIntLabelMapOuterClass.java
pom.xml
README.md
download.sh
core
guide
autograph.ipynb
tutorials
eager
custom_training_walkthrough.ipynb
estimators
linear.ipynb
keras
basic_regression.ipynb
overfit_and_underfit.ipynb
basic_classification.ipynb
basic_text_classification.ipynb
save_and_restore_models.ipynb
get_started
_index.ipynb
premade_estimator.py
custom_estimator.py
iris_data.py
eager.ipynb
estimator_test.py
outreach
blogs
blog_custom_estimators.py
housing_prices.ipynb
blog_estimators_dataset.py
segmentation_blogpost
image_segmentation.ipynb
demos
eager_execution.ipynb
official
Dockerfile.cpu
Dockerfile.gpu
recommendation
neumf_model.py
run_tpu.sh
data_test.py
ncf_main.py
data_preprocessing.py
stat_utils.py
run.sh
constants.py
model_runner.py
data_async_generation.py
__init__.py
README.md
ncf_test.py
popen_helper.py
datasets
__init__.py
movielens.py
wide_deep
census_test.csv
movielens_test.py
movielens_main.py
movielens_dataset.py
wide_deep_run_loop.py
census_dataset.py
__init__.py
README.md
census_test.py
census_main.py
utils
misc
distribution_utils_test.py
distribution_utils.py
__init__.py
model_helpers.py
model_helpers_test.py
accelerator
tpu.py
__init__.py
tpu_test.py
export
export.py
__init__.py
export_test.py
data
file_io.py
file_io_test.py
__init__.py
__init__.py
logs
hooks_helper_test.py
cloud_lib_test.py
metric_hook_test.py
metric_hook.py
guidelines.md
mlperf_helper.py
hooks.py
logger.py
hooks_test.py
logger_test.py
__init__.py
cloud_lib.py
hooks_helper.py
flags
flags_test.py
guidelines.md
_misc.py
__init__.py
README.md
_benchmark.py
_performance.py
core.py
_base.py
_conventions.py
_device.py
testing
pylint.rcfile
mock_lib.py
reference_data.py
__init__.py
scripts
presubmit.sh
reference_data_test.py
integration.py
reference_data
reference_data_test
dense
tf_version.json
expected_graph
results.json
uniform_random
tf_version.json
expected_graph
results.json
resnet
batch-size-32_building_version-2_width-8_channels-4
tf_version.json
expected_graph
results.json
batch-size-32_bottleneck_version-2_width-8_channels-4
tf_version.json
expected_graph
results.json
batch-size-32_building_projection_version-2_width-8_channels-4
tf_version.json
expected_graph
results.json
batch-size-32_building_version-1_width-8_channels-4
tf_version.json
expected_graph
results.json
batch-size-32_building_projection_version-1_width-8_channels-4
tf_version.json
expected_graph
results.json
batch-size-32_bottleneck_projection_version-2_width-8_channels-4
tf_version.json
expected_graph
results.json
batch_norm
tf_version.json
expected_graph
results.json
batch-size-32_bottleneck_version-1_width-8_channels-4
tf_version.json
expected_graph
results.json
batch-size-32_bottleneck_projection_version-1_width-8_channels-4
tf_version.json
expected_graph
results.json
keras_application_models
benchmark_main.py
__init__.py
README.md
dataset.py
model_callbacks.py
transformer
utils
tokenizer.py
metrics.py
tokenizer_test.py
__init__.py
dataset.py
schedule_test.py
schedule.py
compute_bleu_test.py
test_data
compute_bleu.py
__init__.py
data_download.py
README.md
model
embedding_layer.py
transformer.py
model_utils_test.py
attention_layer.py
__init__.py
model_params.py
ffn_layer.py
model_utils.py
beam_search.py
beam_search_test.py
translate.py
transformer_main.py
resnet
layer_test.py
resnet_run_loop.py
imagenet_test.py
resnet_model.py
cifar10_main.py
cifar10_test.py
__init__.py
README.md
cifar10_download_and_extract.py
imagenet_main.py
imagenet_preprocessing.py
__init__.py
README.md
mnist
mnist_tpu.py
mnist.py
examples.npy
__init__.py
README.md
mnist_test.py
dataset.py
mnist_eager_test.py
mnist_eager.py
requirements.txt
boosted_trees
train_higgs.py
train_higgs_test.csv
__init__.py
data_download.py
README.md
train_higgs_test.py
benchmark
benchmark_uploader_test.py
benchmark_uploader.py
datastore
schema
benchmark_run.json
benchmark_run_status.json
benchmark_metric.json
__init__.py
benchmark_uploader_main.py
LICENSE
CONTRIBUTING.md
ISSUE_TEMPLATE.md
tutorials
rnn
BUILD
quickdraw
BUILD
create_dataset.py
train_model.py
__init__.py
README.md
ptb
BUILD
util.py
reader.py
ptb_word_lm.py
__init__.py
reader_test.py
__init__.py
README.md
image
cifar10
BUILD
cifar10.py
cifar10_input_test.py
cifar10_train.py
cifar10_eval.py
cifar10_multi_gpu_train.py
cifar10_input.py
__init__.py
README.md
__init__.py
mnist
BUILD
convolutional.py
__init__.py
cifar10_estimator
cifar10.py
cmle_config.yaml
model_base.py
cifar10_model.py
cifar10_main.py
__init__.py
README.md
generate_cifar10_tfrecords.py
cifar10_utils.py
alexnet
BUILD
alexnet_benchmark.py
__init__.py
imagenet
BUILD
classify_image.py
embedding
word2vec.py
word2vec_test.py
__init__.py
README.md
word2vec_ops.cc
word2vec_optimized.py
word2vec_kernels.cc
word2vec_optimized_test.py
README.md
WORKSPACE
tpu
LICENSE
models
official
squeezenet
data_pipeline.py
squeezenet_model.py
squeezenet_main.py
densenet
vgg_preprocessing.py
densenet_model.py
README.md
densenet_imagenet.py
transformer
README.md
resnet
imagenet_input.py
lars_util.py
resnet_preprocessing.py
resnet_k8s.yaml
resnet_model.py
__init__.py
README.md
resnet_main.py
benchmark
read_training_time.py
resnet_benchmark.py
__init__.py
README.md
amoeba_net
amoeba_net.py
inception_preprocessing.py
network_utils_test.py
amoeba_net_k8s.yaml
amoeba_net_model.py
README.md
tf_hub.py
model_specs.py
model_builder.py
network_utils.py
retinanet
retinanet_model.py
retinanet_segmentation_main.py
retinanet_segmentation_model.py
retinanet_architecture.py
anchors.py
retinanet_k8s.yaml
dataloader.py
README.md
object_detection
region_similarity_calculator.py
shape_utils.py
target_assigner.py
preprocessor.py
box_list.py
faster_rcnn_box_coder.py
argmax_matcher.py
matcher.py
box_coder.py
__init__.py
tf_example_decoder.py
retinanet_main.py
coco_metric.py
mobilenet
vgg_preprocessing.py
mobilenet_model.py
mobilenet.py
inception_preprocessing.py
README.md
__init__.py
mnist
README.md
setup.py
experimental
mnist_keras
mnist.py
README.md
keras_colab
shakespeare_lstm.py
README.md
dcgan
dcgan_main.py
mnist_input.py
cifar_model.py
mnist_model.py
cifar_input.py
qanet
data.py
preprocess.py
run.py
run_lib.py
testdata
train-v1.1.json
vocab.vec
train_0000
model.py
README.md
utils.py
distribution_strategy
imagenet_input_keras.py
imagenet_input.py
resnet_preprocessing.py
resnet_keras.py
resnet_model.py
resnet_estimator.py
resnet50_keras
eval_utils.py
resnet50.py
imagenet_input.py
resnet_preprocessing.py
resnet_model.py
README.md
cifar_keras
README.md
cifar_keras.py
inception
inception_v3.py
inception_v2_tpu_model.py
vgg_preprocessing.py
inception_v4_model.py
inception_v3_old.py
inception_preprocessing.py
inception_v3_k8s.yaml
inception_v2.py
inception_v4.py
imagenet.py
ncf
ncf_main.py
README.md
deeplab
data_pipeline.py
model.py
main.py
README.md
show_and_tell
show_and_tell_tpu_test.py
README
show_and_tell_model.py
inputs.py
image_processing.py
train.py
configuration.py
image_embedding.py
mnist_jupyter
Cloud-TPU-Demo.ipynb
launch.sh
README.md
tools
diagnostics
diagnostics.py
datasets
download_and_preprocess_coco.sh
download_and_preprocess_coco_k8s.yaml
create_coco_tf_record.py
imagenet_to_gcs.py
tfrecords_to_bigtable.py
README.md
imagenet_to_gcs_k8s.yaml
jpeg_to_tf_record.py
ctpu
ctrl
resourcemgmt.go
gce_test.go
ctrl_test.go
gcloud_cli_test.go
tpu_test.go
servicemgmt.go
ctrl.go
gcloud_cli.go
tpu.go
resourcemgmt_test.go
gce.go
commands
status.go
common.go
status_test.go
tpu_locations.go
config_cmd.go
list_test.go
pause_test.go
delete.go
quota.go
common_test.go
up_test.go
pause.go
list.go
up.go
auth_test.go
delete_test.go
version.go
tf_versions.go
restart.go
auth.go
tpu_locations_test.go
restart_test.go
config
config_gce.go
config.go
devshell_test.go
testdata
gcloud
corrupted2
application_default_credentials.json
README.md
active_config
corrupted
application_default_credentials.json
README.md
active_config
configurations
config_default
clean
application_default_credentials.json
README.md
active_config
configurations
config_ctpu9
no_config
README.md
incomplete
application_default_credentials.json
README.md
active_config
configurations
config_ctpu9
no_app_creds
README.md
active_config
configurations
config_ctpu9
config_gcloud_test.go
config_gcloud.go
config_test.go
devshell.go
tutorial.md
README.md
main.go
docker
Dockerfile.util
Dockerfile
colab
shakespeare_with_tpu_and_keras.ipynb
bert_finetuning_with_cloud_tpus.ipynb
shakespeare_with_tpuestimator.ipynb
fashion_mnist.ipynb
kubernetes
tensorboard_k8s.yaml
tpu_profiler_k8s.yaml
staging
models
rough
nmt_gpu
oss_1gpu.sh
variable_mgr
BUILD
variable_mgr.py
batch_allreduce.py
allreduce.py
variable_mgr_util.py
constants.py
__init__.py
beam_search_decoder.py
utils
vocab_utils_test.py
math_utils.py
misc_utils_test.py
iterator_utils.py
nmt_utils.py
iterator_utils_test.py
evaluation_utils.py
__init__.py
misc_utils.py
evaluation_utils_test.py
vocab_utils.py
estimator.py
oss_8gpu.sh
attention_wrapper.py
nmt.py
model.py
block_lstm.py
__init__.py
vm_run.sh
scripts
__init__.py
bleu.py
gnmt_model.py
model_helper.py
estimator_test.py
mask_rcnn
mask_rcnn_main.py
anchors.py
mask_rcnn_model.py
dataloader.py
mask_rcnn_architecture.py
utils.py
object_detection
balanced_positive_negative_sampler.py
region_similarity_calculator.py
ops.py
shape_utils.py
target_assigner.py
preprocessor.py
minibatch_sampler.py
box_list.py
faster_rcnn_box_coder.py
argmax_matcher.py
matcher.py
box_coder.py
__init__.py
tf_example_decoder.py
coco_metric.py
resnet
__pycache__
resnet_preprocessing.cpython-35.pyc
async_checkpoint.cpython-35.pyc
in_memory_eval.cpython-35.pyc
resnet_model.cpython-35.pyc
imagenet_input.cpython-35.pyc
eval_runner.cpython-35.pyc
imagenet_input.py
resnet_preprocessing.py
resnet_model.py
in_memory_eval.py
eval_runner.py
async_checkpoint.py
resnet_main.py
nmt
beam_search_decoder.py
utils
vocab_utils_test.py
misc_utils_test.py
iterator_utils.py
nmt_utils.py
iterator_utils_test.py
evaluation_utils.py
__init__.py
misc_utils.py
evaluation_utils_test.py
vocab_utils.py
estimator.py
decoder.py
attention_model.py
nmt.py
model.py
__init__.py
scripts
__init__.py
bleu.py
async_checkpoint.py
gnmt_model.py
model_helper.py
estimator_test.py
distributed_iterator_utils.py
ssd
run_tpu.sh
open_source
.setup_env.sh
ssd_architecture.py
ssd_model.py
dataloader.py
run.sh
ssd_main.py
async_checkpoint.py
ssd_constants.py
coco_metric.py
README.md
setup.sh
preproc_dataset.sh
results
tpu
entry.json
resnet
result_1.txt
result_4.txt
result_0.txt
result_2.txt
result_3.txt
submission.json
ssd-tpuv3-8
code
ssd
run_and_time_tpu.sh
setup_tpu.sh
README.md
model
setup_environment.sh
run_helper.sh
bootstrap.sh
upgrade_gcc.sh
main.sh
tpu
LICENSE
models
official
squeezenet
data_pipeline.py
squeezenet_model.py
squeezenet_main.py
densenet
vgg_preprocessing.py
densenet_model.py
README.md
densenet_imagenet.py
transformer
README.md
resnet
imagenet_input.py
lars_util.py
resnet_preprocessing.py
resnet_k8s.yaml
resnet_model.py
__init__.py
README.md
resnet_main.py
benchmark
read_training_time.py
resnet_benchmark.py
__init__.py
README.md
amoeba_net
amoeba_net.py
inception_preprocessing.py
network_utils_test.py
amoeba_net_k8s.yaml
amoeba_net_model.py
README.md
tf_hub.py
model_specs.py
model_builder.py
network_utils.py
retinanet
retinanet_model.py
retinanet_segmentation_main.py
retinanet_segmentation_model.py
retinanet_architecture.py
anchors.py
retinanet_k8s.yaml
dataloader.py
README.md
object_detection
region_similarity_calculator.py
shape_utils.py
target_assigner.py
preprocessor.py
box_list.py
faster_rcnn_box_coder.py
argmax_matcher.py
matcher.py
box_coder.py
__init__.py
tf_example_decoder.py
retinanet_main.py
coco_metric.py
mobilenet
vgg_preprocessing.py
mobilenet_model.py
mobilenet.py
inception_preprocessing.py
README.md
__init__.py
mnist
README.md
setup.py
experimental
mnist_keras
mnist.py
README.md
keras_colab
shakespeare_lstm.py
README.md
dcgan
dcgan_main.py
mnist_input.py
cifar_model.py
mnist_model.py
cifar_input.py
qanet
data.py
preprocess.py
run.py
run_lib.py
testdata
train-v1.1.json
vocab.vec
train_0000
model.py
README.md
utils.py
distribution_strategy
imagenet_input_keras.py
imagenet_input.py
resnet_preprocessing.py
resnet_keras.py
resnet_model.py
resnet_estimator.py
resnet50_keras
eval_utils.py
resnet50.py
imagenet_input.py
resnet_preprocessing.py
resnet_model.py
README.md
cifar_keras
README.md
cifar_keras.py
inception
inception_v3.py
inception_v2_tpu_model.py
vgg_preprocessing.py
inception_v4_model.py
inception_v3_old.py
inception_preprocessing.py
inception_v3_k8s.yaml
inception_v2.py
inception_v4.py
imagenet.py
ncf
ncf_main.py
README.md
deeplab
data_pipeline.py
model.py
main.py
README.md
show_and_tell
show_and_tell_tpu_test.py
README
show_and_tell_model.py
inputs.py
image_processing.py
train.py
configuration.py
image_embedding.py
mnist_jupyter
Cloud-TPU-Demo.ipynb
launch.sh
README.md
tools
diagnostics
diagnostics.py
datasets
download_and_preprocess_coco.sh
download_and_preprocess_coco_k8s.yaml
create_coco_tf_record.py
imagenet_to_gcs.py
tfrecords_to_bigtable.py
README.md
imagenet_to_gcs_k8s.yaml
jpeg_to_tf_record.py
ctpu
ctrl
resourcemgmt.go
gce_test.go
ctrl_test.go
gcloud_cli_test.go
tpu_test.go
servicemgmt.go
ctrl.go
gcloud_cli.go
tpu.go
resourcemgmt_test.go
gce.go
commands
status.go
common.go
status_test.go
tpu_locations.go
config_cmd.go
list_test.go
pause_test.go
delete.go
quota.go
common_test.go
up_test.go
pause.go
list.go
up.go
auth_test.go
delete_test.go
version.go
tf_versions.go
restart.go
auth.go
tpu_locations_test.go
restart_test.go
config
config_gce.go
config.go
devshell_test.go
testdata
gcloud
corrupted2
application_default_credentials.json
README.md
active_config
corrupted
application_default_credentials.json
README.md
active_config
configurations
config_default
clean
application_default_credentials.json
README.md
active_config
configurations
config_ctpu9
no_config
README.md
incomplete
application_default_credentials.json
README.md
active_config
configurations
config_ctpu9
no_app_creds
README.md
active_config
configurations
config_ctpu9
config_gcloud_test.go
config_gcloud.go
config_test.go
devshell.go
tutorial.md
README.md
main.go
.gitignore
docker
Dockerfile.util
Dockerfile
colab
shakespeare_with_tpu_and_keras.ipynb
bert_finetuning_with_cloud_tpus.ipynb
shakespeare_with_tpuestimator.ipynb
fashion_mnist.ipynb
kubernetes
tensorboard_k8s.yaml
tpu_profiler_k8s.yaml
.gitignore
staging
models
rough
nmt_gpu
oss_1gpu.sh
variable_mgr
BUILD
variable_mgr.py
batch_allreduce.py
allreduce.py
variable_mgr_util.py
constants.py
__init__.py
beam_search_decoder.py
utils
vocab_utils_test.py
math_utils.py
misc_utils_test.py
iterator_utils.py
nmt_utils.py
iterator_utils_test.py
evaluation_utils.py
__init__.py
misc_utils.py
evaluation_utils_test.py
vocab_utils.py
estimator.py
oss_8gpu.sh
attention_wrapper.py
nmt.py
model.py
block_lstm.py
__init__.py
vm_run.sh
scripts
__init__.py
bleu.py
gnmt_model.py
model_helper.py
estimator_test.py
mask_rcnn
mask_rcnn_main.py
anchors.py
mask_rcnn_model.py
dataloader.py
mask_rcnn_architecture.py
utils.py
object_detection
balanced_positive_negative_sampler.py
region_similarity_calculator.py
ops.py
shape_utils.py
target_assigner.py
preprocessor.py
minibatch_sampler.py
box_list.py
faster_rcnn_box_coder.py
argmax_matcher.py
matcher.py
box_coder.py
__init__.py
tf_example_decoder.py
coco_metric.py
resnet
train_runner.py
imagenet_input.py
resnet_preprocessing.py
resnet_model.py
in_memory_eval.py
eval_runner.py
async_checkpoint.py
resnet_main.py
nmt
beam_search_decoder.py
utils
vocab_utils_test.py
misc_utils_test.py
iterator_utils.py
nmt_utils.py
iterator_utils_test.py
evaluation_utils.py
__init__.py
misc_utils.py
evaluation_utils_test.py
vocab_utils.py
estimator.py
decoder.py
attention_model.py
nmt.py
model.py
low_level_runner.py
__init__.py
scripts
__init__.py
bleu.py
async_checkpoint.py
gnmt_model.py
model_helper.py
estimator_test.py
distributed_iterator_utils.py
ssd
run_tpu.sh
__pycache__
async_checkpoint.cpython-35.pyc
ssd_architecture.cpython-35.pyc
ssd_constants.cpython-35.pyc
coco_metric.cpython-35.pyc
eval_low_level_runner.cpython-35.pyc
train_low_level_runner.cpython-35.pyc
ssd_model.cpython-35.pyc
utils.cpython-35.pyc
dataloader.cpython-35.pyc
open_source
.setup_env.sh
ssd_architecture.py
ssd_model.py
dataloader.py
train_low_level_runner.py
run.sh
ssd_main.py
utils.py
async_checkpoint.py
ssd_constants.py
eval_low_level_runner.py
coco_metric.py
README.md
setup.sh
preproc_dataset.sh
results
tpu
entry.json
ssd
result_1.txt
result_4.txt
result_0.txt