path	# lines of code	number of updates	days since first update	days since last update	first updated	last updated	
stubs/torch/nn/parallel/distributed.pyi	22	1	348	348	2021-02-12	2021-02-12
stubs/torch/nn/__init__.pyi	4	1	441	441	2020-11-11	2020-11-11
stubs/torch/nn/parameter.pyi	18	6	553	86	2020-07-22	2021-11-01
stubs/torch/nn/functional.pyi	177	3	553	82	2020-07-22	2021-11-05
stubs/torch/nn/modules/module.pyi	57	8	553	82	2020-07-22	2021-11-05
stubs/torch/nn/modules/__init__.pyi	48	2	553	330	2020-07-22	2021-03-02
stubs/torch/nn/modules/batchnorm.pyi	26	1	327	327	2021-03-05	2021-03-05
stubs/torch/nn/modules/linear.pyi	28	1	82	82	2021-11-05	2021-11-05
stubs/torch/nn/modules/adaptive.pyi	22	1	75	75	2021-11-12	2021-11-12
stubs/torch/nn/modules/activation.pyi	117	1	330	330	2021-03-02	2021-03-02
stubs/torch/jit.pyi	2	1	142	142	2021-09-06	2021-09-06
stubs/torch/__init__.pyi	1856	17	553	142	2020-07-22	2021-09-06
stubs/torch/distributed/distributed_c10d.pyi	4	2	441	79	2020-11-11	2021-11-08
stubs/torch/distributed/nn/functional.pyi	4	1	264	264	2021-05-07	2021-05-07
stubs/torch/distributed/__init__.pyi	68	12	553	79	2020-07-22	2021-11-08
stubs/torch/distributed/rpc/__init__.pyi	44	6	495	304	2020-09-18	2021-03-28
stubs/torch/autograd/__init__.pyi	37	2	553	463	2020-07-22	2020-10-20
stubs/torch/multiprocessing/__init__.pyi	10	2	379	364	2021-01-12	2021-01-27
stubs/torch/cuda/__init__.pyi	69	8	553	260	2020-07-22	2021-05-11
stubs/torch/cuda/comm/__init__.pyi	19	1	79	79	2021-11-08	2021-11-08
stubs/torch/cuda/amp/__init__.pyi	6	2	510	337	2020-09-03	2021-02-23
stubs/torch/cuda/amp/grad_scaler.pyi	12	4	510	250	2020-09-03	2021-05-21
stubs/torch/backends/cudnn.pyi	3	2	553	79	2020-07-22	2021-11-08
stubs/torch/futures.pyi	3	1	441	441	2020-11-11	2020-11-11
stubs/torch/optim/optimizer.pyi	13	4	516	328	2020-08-28	2021-03-04
stubs/torch/utils/__init__.pyi	1	2	553	545	2020-07-22	2020-07-30
stubs/torch/utils/checkpoint.pyi	7	4	553	302	2020-07-22	2021-03-30
stubs/torch/utils/data/distributed.pyi	8	1	497	497	2020-09-16	2020-09-16
stubs/torch/utils/data/dataset.pyi	22	1	497	497	2020-09-16	2020-09-16
stubs/torch/testing/__init__.pyi	2	1	370	370	2021-01-21	2021-01-21
stubs/torch/functional.pyi	5	3	553	436	2020-07-22	2020-11-16
stubs/torch/serialization.pyi	7	2	530	21	2020-08-14	2022-01-05
codecov.yml	19	2	253	169	2021-05-18	2021-08-10
fairscale/experimental/tooling/layer_memory_tracker.py	465	2	98	75	2021-10-20	2021-11-12
fairscale/experimental/tooling/__init__.py	1	1	98	98	2021-10-20	2021-10-20
fairscale/experimental/nn/ampnet_pipe/ampnet.py	303	4	337	75	2021-02-23	2021-11-12
fairscale/experimental/nn/ampnet_pipe/__init__.py	2	2	337	306	2021-02-23	2021-03-26
fairscale/experimental/nn/ampnet_pipe/pipe.py	47	3	337	75	2021-02-23	2021-11-12
fairscale/experimental/nn/auto_shard.py	121	4	229	91	2021-06-11	2021-10-27
fairscale/experimental/nn/data_parallel/gossip/mixing_manager.py	29	2	79	75	2021-11-08	2021-11-12
fairscale/experimental/nn/data_parallel/gossip/__init__.py	14	1	79	79	2021-11-08	2021-11-08
fairscale/experimental/nn/data_parallel/gossip/utils/__init__.py	9	1	79	79	2021-11-08	2021-11-08
fairscale/experimental/nn/data_parallel/gossip/utils/cuda_metering.py	57	2	79	75	2021-11-08	2021-11-12
fairscale/experimental/nn/data_parallel/gossip/utils/helpers.py	70	2	79	75	2021-11-08	2021-11-12
fairscale/experimental/nn/data_parallel/gossip/distributed.py	758	2	79	75	2021-11-08	2021-11-12
fairscale/experimental/nn/data_parallel/gossip/graph_manager.py	197	2	79	75	2021-11-08	2021-11-12
fairscale/experimental/nn/data_parallel/gossip/gossiper.py	181	2	79	75	2021-11-08	2021-11-12
fairscale/experimental/nn/data_parallel/__init__.py	1	1	79	79	2021-11-08	2021-11-08
fairscale/experimental/nn/distributed_pipeline/trace.py	80	1	273	273	2021-04-28	2021-04-28
fairscale/experimental/nn/distributed_pipeline/graph.py	114	4	288	75	2021-04-13	2021-11-12
fairscale/experimental/nn/distributed_pipeline/__init__.py	3	1	288	288	2021-04-13	2021-04-13
fairscale/experimental/nn/distributed_pipeline/partition_handler.py	178	4	288	75	2021-04-13	2021-11-12
fairscale/experimental/nn/distributed_pipeline/loss.py	10	1	288	288	2021-04-13	2021-04-13
fairscale/experimental/nn/distributed_pipeline/pipeline.py	117	4	288	72	2021-04-13	2021-11-15
fairscale/experimental/nn/distributed_pipeline/data.py	8	1	288	288	2021-04-13	2021-04-13
fairscale/experimental/nn/__init__.py	6	6	337	82	2021-02-23	2021-11-05
fairscale/experimental/nn/sync_batchnorm.py	133	6	264	142	2021-05-07	2021-09-06
fairscale/experimental/nn/mevo.py	317	4	82	44	2021-11-05	2021-12-13
fairscale/experimental/nn/ssd_offload.py	197	6	86	6	2021-11-01	2022-01-20
fairscale/experimental/nn/offload.py	281	10	334	75	2021-02-26	2021-11-12
fairscale/experimental/optim/dynamic_loss_scaler.py	124	2	267	75	2021-05-04	2021-11-12
fairscale/experimental/optim/__init__.py	3	1	267	267	2021-05-04	2021-05-04
fairscale/experimental/__init__.py	3	3	337	267	2021-02-23	2021-05-04
fairscale/version.py	1	2	36	12	2021-12-21	2022-01-14
fairscale/nn/misc/flatten_params_wrapper.py	303	16	370	8	2021-01-21	2022-01-18
fairscale/nn/misc/__init__.py	5	6	370	259	2021-01-21	2021-05-12
fairscale/nn/misc/param_bucket.py	145	4	313	75	2021-03-19	2021-11-12
fairscale/nn/data_parallel/fully_sharded_data_parallel.py	1260	67	337	6	2021-02-23	2022-01-20
fairscale/nn/data_parallel/__init__.py	4	7	538	70	2020-08-06	2021-11-17
fairscale/nn/data_parallel/fsdp_optim_utils.py	137	6	307	69	2021-03-25	2021-11-18
fairscale/nn/data_parallel/sharded_ddp.py	352	43	495	41	2020-09-18	2021-12-16
fairscale/nn/pipe/worker.py	101	2	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/phony.py	15	1	288	288	2021-04-13	2021-04-13
fairscale/nn/pipe/checkpoint.py	165	2	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/__init__.py	6	5	441	169	2020-11-11	2021-08-10
fairscale/nn/pipe/balance/profile.py	77	2	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/balance/__init__.py	34	1	411	411	2020-12-11	2020-12-11
fairscale/nn/pipe/copy.py	68	1	75	75	2021-11-12	2021-11-12
fairscale/nn/pipe/types.py	52	6	441	360	2020-11-11	2021-01-31
fairscale/nn/pipe/stream.py	55	1	495	495	2020-09-18	2020-09-18
fairscale/nn/pipe/skip/portal.py	119	2	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/skip/layout.py	48	2	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/skip/tracker.py	98	2	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/skip/skippable.py	179	2	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/rpc.py	200	4	441	352	2020-11-11	2021-02-08
fairscale/nn/pipe/async_schedule.py	364	8	441	75	2020-11-11	2021-11-12
fairscale/nn/pipe/pipeline.py	143	5	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/microbatch.py	107	1	495	495	2020-09-18	2020-09-18
fairscale/nn/pipe/messages.py	115	2	441	379	2020-11-11	2021-01-12
fairscale/nn/pipe/async_pipe.py	225	8	362	75	2021-01-29	2021-11-12
fairscale/nn/pipe/pipe.py	182	9	495	75	2020-09-18	2021-11-12
fairscale/nn/pipe/async_pipeline.py	65	3	360	75	2021-01-31	2021-11-12
fairscale/nn/checkpoint/checkpoint_activations.py	167	9	259	75	2021-05-12	2021-11-12
fairscale/nn/checkpoint/__init__.py	3	2	259	244	2021-05-12	2021-05-27
fairscale/nn/checkpoint/checkpoint_utils.py	21	3	259	136	2021-05-12	2021-09-12
fairscale/nn/__init__.py	8	12	481	253	2020-10-02	2021-05-18
fairscale/nn/model_parallel/cross_entropy.py	48	2	553	218	2020-07-22	2021-06-22
fairscale/nn/model_parallel/initialize.py	92	5	553	332	2020-07-22	2021-02-28
fairscale/nn/model_parallel/__init__.py	19	3	553	306	2020-07-22	2021-03-26
fairscale/nn/model_parallel/random.py	114	2	553	441	2020-07-22	2020-11-11
fairscale/nn/model_parallel/utils.py	28	1	553	553	2020-07-22	2020-07-22
fairscale/nn/model_parallel/layers.py	225	3	553	495	2020-07-22	2020-09-18
fairscale/nn/model_parallel/mappings.py	69	3	553	441	2020-07-22	2020-11-11
fairscale/nn/wrap/auto_wrap.py	108	5	330	75	2021-03-02	2021-11-12
fairscale/nn/wrap/__init__.py	3	4	330	253	2021-03-02	2021-05-18
fairscale/nn/moe/__init__.py	4	4	481	306	2020-10-02	2021-03-26
fairscale/nn/moe/top2gate.py	67	7	481	75	2020-10-02	2021-11-12
fairscale/nn/moe/moe_layer.py	53	6	466	245	2020-10-17	2021-05-26
fairscale/clib/fused_adam_cuda/fused_adam_cuda.cpp	5	3	544	522	2020-07-31	2020-08-22
fairscale/clib/fused_adam_cuda/fused_adam_cuda_kernel.cu	246	6	544	98	2020-07-31	2021-10-20
fairscale/clib/fused_adam_cuda/compat.h	4	1	544	544	2020-07-31	2020-07-31
fairscale/clib/fused_adam_cuda/multi_tensor_apply.cuh	111	1	544	544	2020-07-31	2020-07-31
fairscale/optim/grad_scaler.py	247	10	510	13	2020-09-03	2022-01-13
fairscale/optim/__init__.py	13	8	510	306	2020-09-03	2021-03-26
fairscale/optim/oss.py	339	67	544	75	2020-07-31	2021-11-12
fairscale/optim/adam.py	192	7	544	522	2020-07-31	2020-08-22
fairscale/optim/layerwise_gradient_scaler.py	145	2	13	12	2022-01-13	2022-01-14
fairscale/optim/adascale.py	226	20	467	75	2020-10-16	2021-11-12
fairscale/__init__.py	5	28	544	36	2020-07-31	2021-12-21
fairscale/utils/reduce_scatter_bucketer.py	106	6	337	75	2021-02-23	2021-11-12
fairscale/utils/params.py	40	2	263	142	2021-05-08	2021-09-06
fairscale/utils/state_dict.py	24	1	334	334	2021-02-26	2021-02-26
fairscale/utils/version.py	12	1	214	214	2021-06-26	2021-06-26
fairscale/utils/testing_memory.py	14	2	363	75	2021-01-28	2021-11-12
fairscale/utils/object.py	18	1	441	441	2020-11-11	2020-11-11
fairscale/utils/containers.py	77	4	350	51	2021-02-10	2021-12-06
fairscale/utils/__init__.py	1	3	432	214	2020-11-20	2021-06-26
fairscale/utils/parallel.py	55	8	337	19	2021-02-23	2022-01-07
fairscale/utils/testing.py	495	36	420	75	2020-12-02	2021-11-12
fairscale/utils/golden_testing_data.py	8	2	363	338	2021-01-28	2021-02-22
pyproject.toml	28	22	543	13	2020-08-01	2022-01-13
MANIFEST.in	3	2	543	420	2020-08-01	2020-12-02
setup.py	59	15	544	36	2020-07-31	2021-12-21
benchmarks/experimental/experimental_async_approaches.py	597	6	300	69	2021-04-01	2021-11-18
benchmarks/experimental/benchmark_mevo.py	107	2	82	75	2021-11-05	2021-11-12
benchmarks/experimental/benchmark_dataset.py	40	3	322	75	2021-03-10	2021-11-12
benchmarks/experimental/sync_batchnorm.py	28	1	264	264	2021-05-07	2021-05-07
benchmarks/experimental/offload.py	328	8	334	75	2021-02-26	2021-11-12
benchmarks/golden_configs/lm_wikitext2.py	103	11	372	63	2021-01-19	2021-11-24
benchmarks/golden_configs/oss_mnist.py	8	7	366	95	2021-01-25	2021-10-23
benchmarks/golden_configs/__init__.py	1	1	372	372	2021-01-19	2021-01-19
benchmarks/datasets/__init__.py	1	1	372	372	2021-01-19	2021-01-19
benchmarks/datasets/wikitext2_data.py	73	11	372	63	2021-01-19	2021-11-24
benchmarks/datasets/mnist.py	23	3	328	263	2021-03-04	2021-05-08
benchmarks/__init__.py	1	1	320	320	2021-03-12	2021-03-12
benchmarks/models/__init__.py	1	1	372	372	2021-01-19	2021-01-19
benchmarks/models/transformer_lm.py	115	3	372	63	2021-01-19	2021-11-24
benchmarks/oss.py	254	32	522	75	2020-08-22	2021-11-12
benchmarks/utils.py	124	1	63	63	2021-11-24	2021-11-24
benchmarks/moe.py	98	1	63	63	2021-11-24	2021-11-24
benchmarks/pipe.py	235	23	510	63	2020-09-03	2021-11-24
setup.cfg	34	6	558	214	2020-07-17	2021-06-26
release_utils.py	49	1	36	36	2021-12-21	2021-12-21