move sam eval from scripts to torchao/_models (#591)

* moved sam eval over * update readme links * updated link
pytorch · Aug 2, 2024 · 28f48fd · 28f48fd
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diff --git a/README.md b/README.md
@@ -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
 

diff --git a/scripts/sam/.gitignore → torchao/_models/sam/.gitignore b/scripts/sam/.gitignore → torchao/_models/sam/.gitignore
diff --git a/scripts/sam/README.md → torchao/_models/sam/README.md b/scripts/sam/README.md → torchao/_models/sam/README.md
diff --git a/scripts/sam/benchmark.sh → torchao/_models/sam/benchmark.sh b/scripts/sam/benchmark.sh → torchao/_models/sam/benchmark.sh
diff --git a/scripts/sam/data.py → torchao/_models/sam/data.py b/scripts/sam/data.py → torchao/_models/sam/data.py
diff --git a/scripts/sam/eval_combo.py → torchao/_models/sam/eval_combo.py b/scripts/sam/eval_combo.py → torchao/_models/sam/eval_combo.py
diff --git a/scripts/sam/flash_4_configs.p → torchao/_models/sam/flash_4_configs.p b/scripts/sam/flash_4_configs.p → torchao/_models/sam/flash_4_configs.p
diff --git a/scripts/sam/metrics.py → torchao/_models/sam/metrics.py b/scripts/sam/metrics.py → torchao/_models/sam/metrics.py
diff --git a/scripts/sam/results.csv → torchao/_models/sam/results.csv b/scripts/sam/results.csv → torchao/_models/sam/results.csv
diff --git a/scripts/sam/setup.sh → torchao/_models/sam/setup.sh b/scripts/sam/setup.sh → torchao/_models/sam/setup.sh
diff --git a/torchao/sparsity/README.md b/torchao/sparsity/README.md
@@ -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