mlperf/training_results

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
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