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fixed gradient checkpoint added TODO updated README.md
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| from easydict import EasyDict as edict | ||
|
|
||
| # make training faster | ||
| # our RAM is 256G | ||
| # mount -t tmpfs -o size=140G tmpfs /train_tmp | ||
|
|
||
| config = edict() | ||
| config.margin_list = (1.0, 0.0, 0.4) | ||
| config.network = "r50" | ||
| config.resume = False | ||
| config.output = None | ||
| config.embedding_size = 512 | ||
| config.sample_rate = 1.0 | ||
| config.fp16 = True | ||
| config.momentum = 0.9 | ||
| config.weight_decay = 1e-4 | ||
| config.batch_size = 128 | ||
| config.lr = 0.1 | ||
| config.verbose = 2000 | ||
| config.dali = False | ||
|
|
||
| config.rec = "/train_tmp/glint360k" | ||
| config.num_classes = 360232 | ||
| config.num_image = 17091657 | ||
| config.num_epoch = 20 | ||
| config.warmup_epoch = 0 | ||
| config.val_targets = ['lfw', 'cfp_fp', "agedb_30"] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| from easydict import EasyDict as edict | ||
|
|
||
| # make training faster | ||
| # our RAM is 256G | ||
| # mount -t tmpfs -o size=140G tmpfs /train_tmp | ||
|
|
||
| config = edict() | ||
| config.margin_list = (1.0, 0.5, 0.0) | ||
| config.network = "mbf" | ||
| config.resume = False | ||
| config.output = None | ||
| config.embedding_size = 512 | ||
| config.sample_rate = 1.0 | ||
| config.fp16 = True | ||
| config.momentum = 0.9 | ||
| config.weight_decay = 1e-4 | ||
| config.batch_size = 128 | ||
| config.lr = 0.1 | ||
| config.verbose = 2000 | ||
| config.dali = False | ||
|
|
||
| config.rec = "/train_tmp/faces_emore" | ||
| config.num_classes = 85742 | ||
| config.num_image = 5822653 | ||
| config.num_epoch = 40 | ||
| config.warmup_epoch = 0 | ||
| config.val_targets = ['lfw', 'cfp_fp', "agedb_30"] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| from easydict import EasyDict as edict | ||
|
|
||
| # make training faster | ||
| # our RAM is 256G | ||
| # mount -t tmpfs -o size=140G tmpfs /train_tmp | ||
|
|
||
| config = edict() | ||
| config.margin_list = (1.0, 0.5, 0.0) | ||
| config.network = "r100" | ||
| config.resume = False | ||
| config.output = None | ||
| config.embedding_size = 512 | ||
| config.sample_rate = 1.0 | ||
| config.fp16 = True | ||
| config.momentum = 0.9 | ||
| config.weight_decay = 1e-4 | ||
| config.batch_size = 128 | ||
| config.lr = 0.1 | ||
| config.verbose = 2000 | ||
| config.dali = False | ||
|
|
||
| config.rec = "/train_tmp/faces_emore" | ||
| config.num_classes = 85742 | ||
| config.num_image = 5822653 | ||
| config.num_epoch = 20 | ||
| config.warmup_epoch = 0 | ||
| config.val_targets = ['lfw', 'cfp_fp', "agedb_30"] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| from easydict import EasyDict as edict | ||
|
|
||
| # make training faster | ||
| # our RAM is 256G | ||
| # mount -t tmpfs -o size=140G tmpfs /train_tmp | ||
|
|
||
| config = edict() | ||
| config.margin_list = (1.0, 0.5, 0.0) | ||
| config.network = "r50" | ||
| config.resume = False | ||
| config.output = None | ||
| config.embedding_size = 512 | ||
| config.sample_rate = 1.0 | ||
| config.fp16 = True | ||
| config.momentum = 0.9 | ||
| config.weight_decay = 1e-4 | ||
| config.batch_size = 128 | ||
| config.lr = 0.1 | ||
| config.verbose = 2000 | ||
| config.dali = False | ||
|
|
||
| config.rec = "/train_tmp/faces_emore" | ||
| config.num_classes = 85742 | ||
| config.num_image = 5822653 | ||
| config.num_epoch = 20 | ||
| config.warmup_epoch = 0 | ||
| config.val_targets = ['lfw', 'cfp_fp', "agedb_30"] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| from easydict import EasyDict as edict | ||
|
|
||
| # make training faster | ||
| # our RAM is 256G | ||
| # mount -t tmpfs -o size=140G tmpfs /train_tmp | ||
|
|
||
| config = edict() | ||
| config.margin_list = (1.0, 0.0, 0.4) | ||
| config.network = "r100" | ||
| config.resume = False | ||
| config.output = None | ||
| config.embedding_size = 512 | ||
| config.sample_rate = 0.2 | ||
| config.fp16 = True | ||
| config.momentum = 0.9 | ||
| config.weight_decay = 5e-4 | ||
| config.batch_size = 128 | ||
| config.lr = 0.1 | ||
| config.verbose = 10000 | ||
| config.dali = False | ||
|
|
||
| config.rec = "/train_tmp/WebFace42M" | ||
| config.num_classes = 2059906 | ||
| config.num_image = 42474557 | ||
| config.num_epoch = 20 | ||
| config.warmup_epoch = 0 | ||
| config.val_targets = ['lfw', 'cfp_fp', "agedb_30"] |
27 changes: 27 additions & 0 deletions
27
recognition/arcface_torch/configs/wf42m_pfc02_r100_16gpus.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,27 @@ | ||
| from easydict import EasyDict as edict | ||
|
|
||
| # make training faster | ||
| # our RAM is 256G | ||
| # mount -t tmpfs -o size=140G tmpfs /train_tmp | ||
|
|
||
| config = edict() | ||
| config.margin_list = (1.0, 0.0, 0.4) | ||
| config.network = "r100" | ||
| config.resume = False | ||
| config.output = None | ||
| config.embedding_size = 512 | ||
| config.sample_rate = 0.2 | ||
| config.fp16 = True | ||
| config.momentum = 0.9 | ||
| config.weight_decay = 5e-4 | ||
| config.batch_size = 128 | ||
| config.lr = 0.2 | ||
| config.verbose = 10000 | ||
| config.dali = False | ||
|
|
||
| config.rec = "/train_tmp/WebFace42M" | ||
| config.num_classes = 2059906 | ||
| config.num_image = 42474557 | ||
| config.num_epoch = 20 | ||
| config.warmup_epoch = config.num_epoch // 10 | ||
| config.val_targets = ['lfw', 'cfp_fp', "agedb_30"] |
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