tarekziade HF Staff
Publish MIC usage, slim fixture and reviewed Transformers expectations
fef0512 verified | { | |
| "mic": "0.3", | |
| "name": "DPT depth estimation", | |
| "usage": "AutoImageProcessor + AutoModelForDepthEstimation, batched synthetic images, depth loss training step", | |
| "architecture": "DPTForDepthEstimation", | |
| "checkpoints": { | |
| "Intel/dpt-large": { | |
| "fixture": "huggingface-mic/dpt-large-mic" | |
| } | |
| }, | |
| "fixtures": { | |
| "huggingface-mic/dpt-large-mic": { | |
| "built_from": "Intel/dpt-large", | |
| "covers": [ | |
| "Intel/dpt-large" | |
| ], | |
| "build": { | |
| "seed": 17, | |
| "model_class": "DPTForDepthEstimation", | |
| "target_loss": 0.09 | |
| } | |
| } | |
| }, | |
| "integrations": { | |
| "transformers": { | |
| "entry_point": "integrations/transformers/usage.md", | |
| "format": "runnable-markdown", | |
| "requires": [ | |
| "transformers>=5", | |
| "torch", | |
| "numpy", | |
| "pillow" | |
| ], | |
| "targets": [ | |
| "fixtures", | |
| "checkpoints" | |
| ], | |
| "variants": { | |
| "default": {}, | |
| "eager": { | |
| "attn_implementation": "eager" | |
| }, | |
| "bfloat16": { | |
| "dtype": "bfloat16" | |
| } | |
| }, | |
| "training": true, | |
| "resources": { | |
| "fixture": { | |
| "memory_gb": 2, | |
| "download_mb": 30 | |
| }, | |
| "Intel/dpt-large": { | |
| "memory_gb": 8, | |
| "gpu_memory_gb": 12, | |
| "download_mb": 1400 | |
| } | |
| } | |
| } | |
| }, | |
| "outputs": { | |
| "runtime": { | |
| "compare": "exact" | |
| }, | |
| "predicted_depth_probe": { | |
| "compare": "allclose", | |
| "atol": 0.0001, | |
| "rtol": 0.0001 | |
| }, | |
| "post_processed_depth_probe": { | |
| "compare": "allclose", | |
| "atol": 0.0001, | |
| "rtol": 0.0001 | |
| }, | |
| "training.loss": { | |
| "compare": "allclose", | |
| "atol": 0.0001, | |
| "rtol": 0.0001 | |
| }, | |
| "training.gradients": { | |
| "compare": "all_true" | |
| }, | |
| "training.updated": { | |
| "compare": "true" | |
| } | |
| } | |
| } | |