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Merge pull request #1044 from openvinotoolkit/ad/mmseg_mmdet_updates
Add nncf configs for segmentation models
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62 changes: 62 additions & 0 deletions
62
...tation/configs/custom-sematic-segmentation/ocr-lite-hrnet-18-mod2/compression_config.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,62 @@ | ||
| { | ||
| "base": { | ||
| "find_unused_parameters": true, | ||
| "nncf_config": { | ||
| "target_metric_name": "mDice", | ||
| "input_info": { | ||
| "sample_size": [1, 3, 512, 512] | ||
| }, | ||
| "compression": [], | ||
| "log_dir": "." | ||
| }, | ||
| "params_config": { | ||
| "iters": 0, | ||
| "open_layers": [] | ||
| }, | ||
| "checkpoint_config": { | ||
| "interval": -1 | ||
| } | ||
| }, | ||
| "nncf_quantization": { | ||
| "optimizer": { | ||
| "lr": 1e-4 | ||
| }, | ||
| "lr_config": { | ||
| "fixed": null, | ||
| "fixed_iters": 0, | ||
| "warmup": null, | ||
| "warmup_iters": 0, | ||
| "step": [20] | ||
| }, | ||
| "nncf_config": { | ||
| "compression": [ | ||
| { | ||
| "algorithm": "quantization", | ||
| "preset": "mixed", | ||
| "initializer": { | ||
| "range": { | ||
| "num_init_samples": 500 | ||
| }, | ||
| "batchnorm_adaptation": { | ||
| "num_bn_adaptation_samples": 500 | ||
| } | ||
| }, | ||
| "ignored_scopes": [ | ||
| "{re}.*cross_resolution_weighting.*__mul__.*", | ||
| "{re}.*spatial_weighting.*__mul__.*" | ||
| ] | ||
| } | ||
| ], | ||
| "accuracy_aware_training": { | ||
| "mode": "early_exit", | ||
| "params": { | ||
| "maximal_absolute_accuracy_degradation": 1.0, | ||
| "maximal_total_epochs": 40 | ||
| } | ||
| } | ||
| } | ||
| }, | ||
| "order_of_parts": [ | ||
| "nncf_quantization" | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -56,7 +56,7 @@ | |
| } | ||
| } | ||
| }, | ||
| "order_of_parts": [ | ||
| "order_of_parts": [ | ||
| "nncf_quantization" | ||
| ] | ||
| } | ||
62 changes: 62 additions & 0 deletions
62
...ntation/configs/custom-sematic-segmentation/ocr-lite-hrnet-s-mod2/compression_config.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,62 @@ | ||
| { | ||
| "base": { | ||
| "find_unused_parameters": true, | ||
| "nncf_config": { | ||
| "target_metric_name": "mDice", | ||
| "input_info": { | ||
| "sample_size": [1, 3, 512, 512] | ||
| }, | ||
| "compression": [], | ||
| "log_dir": "." | ||
| }, | ||
| "params_config": { | ||
| "iters": 0, | ||
| "open_layers": [] | ||
| }, | ||
| "checkpoint_config": { | ||
| "interval": -1 | ||
| } | ||
| }, | ||
| "nncf_quantization": { | ||
| "optimizer": { | ||
| "lr": 1e-4 | ||
| }, | ||
| "lr_config": { | ||
| "fixed": null, | ||
| "fixed_iters": 0, | ||
| "warmup": null, | ||
| "warmup_iters": 0, | ||
| "step": [20] | ||
| }, | ||
| "nncf_config": { | ||
| "compression": [ | ||
| { | ||
| "algorithm": "quantization", | ||
| "preset": "mixed", | ||
| "initializer": { | ||
| "range": { | ||
| "num_init_samples": 5 | ||
| }, | ||
| "batchnorm_adaptation": { | ||
| "num_bn_adaptation_samples": 5 | ||
| } | ||
| }, | ||
| "ignored_scopes": [ | ||
| "{re}.*cross_resolution_weighting.*__mul__.*", | ||
| "{re}.*spatial_weighting.*__mul__.*" | ||
| ] | ||
| } | ||
| ], | ||
| "accuracy_aware_training": { | ||
| "mode": "early_exit", | ||
| "params": { | ||
| "maximal_absolute_accuracy_degradation": 1.0, | ||
| "maximal_total_epochs": 40 | ||
| } | ||
| } | ||
| } | ||
| }, | ||
| "order_of_parts": [ | ||
| "nncf_quantization" | ||
| ] | ||
| } |
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62 changes: 62 additions & 0 deletions
62
...ntation/configs/custom-sematic-segmentation/ocr-lite-hrnet-x-mod3/compression_config.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,62 @@ | ||
| { | ||
| "base": { | ||
| "find_unused_parameters": true, | ||
| "nncf_config": { | ||
| "target_metric_name": "mDice", | ||
| "input_info": { | ||
| "sample_size": [1, 3, 512, 512] | ||
| }, | ||
| "compression": [], | ||
| "log_dir": "." | ||
| }, | ||
| "params_config": { | ||
| "iters": 0, | ||
| "open_layers": [] | ||
| }, | ||
| "checkpoint_config": { | ||
| "interval": -1 | ||
| } | ||
| }, | ||
| "nncf_quantization": { | ||
| "optimizer": { | ||
| "lr": 1e-4 | ||
| }, | ||
| "lr_config": { | ||
| "fixed": null, | ||
| "fixed_iters": 0, | ||
| "warmup": null, | ||
| "warmup_iters": 0, | ||
| "step": [20] | ||
| }, | ||
| "nncf_config": { | ||
| "compression": [ | ||
| { | ||
| "algorithm": "quantization", | ||
| "preset": "mixed", | ||
| "initializer": { | ||
| "range": { | ||
| "num_init_samples": 500 | ||
| }, | ||
| "batchnorm_adaptation": { | ||
| "num_bn_adaptation_samples": 500 | ||
| } | ||
| }, | ||
| "ignored_scopes": [ | ||
| "{re}.*cross_resolution_weighting.*__mul__.*", | ||
| "{re}.*spatial_weighting.*__mul__.*" | ||
| ] | ||
| } | ||
| ], | ||
| "accuracy_aware_training": { | ||
| "mode": "early_exit", | ||
| "params": { | ||
| "maximal_absolute_accuracy_degradation": 1.0, | ||
| "maximal_total_epochs": 40 | ||
| } | ||
| } | ||
| } | ||
| }, | ||
| "order_of_parts": [ | ||
| "nncf_quantization" | ||
| ] | ||
| } |
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Submodule submodule
updated
5 files
| +15 −0 | mmseg/apis/train.py | |
| +8 −0 | mmseg/core/evaluation/eval_hooks.py | |
| +13 −11 | mmseg/models/losses/utils.py | |
| +6 −0 | third-party-programs.txt | |
| +3 −0 | tools/get_flops.py |