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move sam eval from scripts to torchao/_models #591

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Aug 2, 2024
Merged

move sam eval from scripts to torchao/_models #591

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70fa371
moved sam eval over
jcaip Aug 2, 2024
bd7efb0
update readme links
jcaip Aug 2, 2024
3faf085
updated link
jcaip Aug 2, 2024
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -73,7 +73,7 @@ The following benchmarks were ran for [segment-anything-fast](https://github.com
| | 2:4 sparsity (attn + mlp) | 24.30 | 13429 | 0.5306 | **1.07x** | **91.31%** |
| | int8 dynamic quant (attn)<br>int8 dynamic quant + 2:4 sparsity (mlp lin1)<br>2:4 sparsity (mlp lin2) | 26.46 | 14865 | 0.5668 | **1.16x** | **97.54%** |

To reproduce our benchmarks please follow these [instructions](/scripts/sam/README.md).
To reproduce our benchmarks please follow these [instructions](/torchao/_models/sam/README.md).

#### With intrusive code changes

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0 scripts/sam/.gitignore → torchao/_models/sam/.gitignore
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0 scripts/sam/README.md → torchao/_models/sam/README.md
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0 scripts/sam/benchmark.sh → torchao/_models/sam/benchmark.sh
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0 scripts/sam/data.py → torchao/_models/sam/data.py
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0 scripts/sam/eval_combo.py → torchao/_models/sam/eval_combo.py
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0 scripts/sam/flash_4_configs.p → torchao/_models/sam/flash_4_configs.p
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0 scripts/sam/metrics.py → torchao/_models/sam/metrics.py
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0 scripts/sam/results.csv → torchao/_models/sam/results.csv
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0 scripts/sam/setup.sh → torchao/_models/sam/setup.sh
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2 changes: 1 addition & 1 deletion torchao/sparsity/README.md
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Expand Up @@ -45,7 +45,7 @@ The following benchmarks we ran for sam ViT-h on an NVIDIA-A100-80GB, with batch
| | 2:4 sparsity (attn + mlp) | 24.30 | 13429 | 0.5306 | **1.07x** | **91.31%** |
| | int8 dynamic quant (attn)<br>int8 dynamic quant + 2:4 sparsity (mlp lin1)<br>2:4 sparsity (mlp lin2) | 26.46 | 14865 | 0.5668 | **1.16x** | **97.54%** |

To reproduce our benchmarks please follow these [instructions](/scripts/sam/README.md).
To reproduce our benchmarks please follow these [instructions](/torchao/_models/sam/README.md).

#### BERT

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