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* added informer to gitignore * added informer to gitignore * WIP informer2020 * added checking that instantiate works * added config using gluonTS by kashif * WIP config * adding informeConfig. need to remove FeatureEmbedder * done InformerConfig, but need to change the names * Done informer model init. working on enc-dec * added things to address, after reading again enc-dec in the paper * done modeling - checking initialization work * added informer to gitignore * WIP informer2020 * added checking that instantiate works * added config using gluonTS by kashif * WIP config * adding informeConfig. need to remove FeatureEmbedder * done InformerConfig, but need to change the names * Done informer model init. working on enc-dec * added things to address, after reading again enc-dec in the paper * done modeling - checking initialization work * moved enc-dec init to InformerEncoder/Decoder init * added 'init_std' to config, now model init works! * WIP conversion script, and added code sources * WIP conversion script: loading original informer pth works * WIP conversion script: change defaults in the config * WIP conversion script: supporting Informer input embedding * WIP conversion script: added parameters for the informer embed * WIP conversion script: change dim_feedforward=2048 * WIP conversion script: remove unused args for loading checkpoint * just cleaning up * DataEmbedding removed, after thinking with Kashif * working on forward pass * WIP forward pass: trying to establish working batch for forward pass * cleaning and finalizing * adding HF names and docs * init after cleaning works * WIP in tests * added docs for the informer specific args * fix style * undo change * cleaning informer, now need to work only enc-dec * initial enc-dec classes * added encoder and decoder * added todo * add todos for conv_layers * added decoder docs from vanilla * added encoder docs from vanilla * remove encoder decoder from the original informer * removed AttentionLayer from the original paper * removed TriangularCausalMask, same as decoder_attention_mask * initial sparse attention * use conv_layers * fixed test_config test * fix parenthesis when itearting zip(layers, conv_layers) * error found in prob attention, added sizes as comments * fix sizes * added proposal for q_reduce indexing, and remove unused * WIP ProbMask, and changed factor=2 for testing * remove unused libs for this PR for creating the env * fix checking the attn_weights.size() after bmm * Q_reduce: changed from torch.gather to simple slicing * WIP calculate final attn_output * finish adding v_aggregated, attn_output ready * changed tgt_len to u in attention_mask, need to fix the size error * comment attention_mask for encoder, and fix if cond for v_agg * added ProbMask support (wip), removed old original code * finished ProbMask 😃 * Revert "remove unused libs for this PR for creating the env" This reverts commit |
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| .. | ||
| internal | ||
| main_classes | ||
| model_doc | ||
| tasks | ||
| _config.py | ||
| _toctree.yml | ||
| accelerate.mdx | ||
| add_new_model.mdx | ||
| add_new_pipeline.mdx | ||
| add_tensorflow_model.mdx | ||
| attention.mdx | ||
| autoclass_tutorial.mdx | ||
| benchmarks.mdx | ||
| bertology.mdx | ||
| big_models.mdx | ||
| community.mdx | ||
| contributing.md | ||
| converting_tensorflow_models.mdx | ||
| create_a_model.mdx | ||
| custom_models.mdx | ||
| debugging.mdx | ||
| fast_tokenizers.mdx | ||
| generation_strategies.mdx | ||
| glossary.mdx | ||
| hpo_train.mdx | ||
| index.mdx | ||
| installation.mdx | ||
| migration.mdx | ||
| model_sharing.mdx | ||
| model_summary.mdx | ||
| multilingual.mdx | ||
| notebooks.md | ||
| pad_truncation.mdx | ||
| perf_hardware.mdx | ||
| perf_infer_cpu.mdx | ||
| perf_infer_gpu_many.mdx | ||
| perf_infer_gpu_one.mdx | ||
| perf_infer_special.mdx | ||
| perf_train_cpu_many.mdx | ||
| perf_train_cpu.mdx | ||
| perf_train_gpu_many.mdx | ||
| perf_train_gpu_one.mdx | ||
| perf_train_special.mdx | ||
| perf_train_tpu_tf.mdx | ||
| perf_train_tpu.mdx | ||
| performance.mdx | ||
| perplexity.mdx | ||
| philosophy.mdx | ||
| pipeline_tutorial.mdx | ||
| pipeline_webserver.mdx | ||
| pr_checks.mdx | ||
| preprocessing.mdx | ||
| quicktour.mdx | ||
| run_scripts.mdx | ||
| sagemaker.mdx | ||
| serialization.mdx | ||
| task_summary.mdx | ||
| tasks_explained.mdx | ||
| testing.mdx | ||
| tf_xla.mdx | ||
| tokenizer_summary.mdx | ||
| torchscript.mdx | ||
| training.mdx | ||
| troubleshooting.mdx | ||