diff --git a/clic/clusters/v1.9.0/.gitattributes b/clic/clusters/v1.9.0/.gitattributes new file mode 100644 index 0000000000000000000000000000000000000000..71a1fbacc1fd289d31210383fc5039b7bc9223eb --- /dev/null +++ b/clic/clusters/v1.9.0/.gitattributes @@ -0,0 +1,5 @@ +checkpoints filter=lfs diff=lfs merge=lfs -text +plots_checkpoint-26-2.004527 filter=lfs diff=lfs merge=lfs -text +runs filter=lfs diff=lfs merge=lfs -text +model_kwargs.pkl filter=lfs diff=lfs merge=lfs -text +mlpf_losses.pkl filter=lfs diff=lfs merge=lfs -text diff --git a/clic/clusters/v1.9.0/README.md b/clic/clusters/v1.9.0/README.md new file mode 100644 index 0000000000000000000000000000000000000000..f13d82d6e964defcc3f6310968f56a5326d260be --- /dev/null +++ b/clic/clusters/v1.9.0/README.md @@ -0,0 +1,133 @@ +# Model Card for mlpf-clic-clusters-v1.9.0 + +This model reconstructs particles in a detector, based on the tracks and calorimeter clusters recorded by the detector. + +## Model Details + +### Model Description + +- **Developed by:** Joosep Pata, Eric Wulff, Farouk Mokhtar, Mengke Zhang, David Southwick, Maria Girone, David Southwick, Javier Duarte +- **Model type:** transformer +- **License:** Apache License + +### Model Sources + +- **Repository:** https://github.com/jpata/particleflow/releases/tag/v1.9.0 + +## Uses +### Direct Use + +This model may be used to study the physics and computational performance on ML-based reconstruction in simulation. + +### Out-of-Scope Use + +This model is not intended for physics measurements on real data. + +## Bias, Risks, and Limitations + +The model has only been trained on simulation data and has not been validated against real data. +The model has not been peer reviewed or published in a journal. + +## How to Get Started with the Model + +Use the code below to get started with the model. + +``` +git clone https://github.com/jpata/particleflow/releases/tag/v1.9.0 +cd particleflow +``` + +## Training Details +Trained on 8x MI250X for 26 epochs over ~3 days. +The training was continued twice from a checkpoint due to the 24h time limit. + +### Training Data +The following datasets were used: +``` +clic_edm_qq_pf:2.2.0 +clic_edm_ttbar_pf:2.2.0 +clic_edm_ww_fullhad_pf:2.2.0 +``` +They have an updated truth and target definition: https://github.com/jpata/particleflow/pull/345 + +### Training Procedure + +```bash +#!/bin/bash +#SBATCH --job-name=mlpf-train +#SBATCH --account=project_465000301 +#SBATCH --time=1-00:00:00 +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --cpus-per-task=32 +#SBATCH --mem=200G +#SBATCH --gpus-per-task=8 +#SBATCH --partition=standard-g +#SBATCH --no-requeue +#SBATCH -o logs/slurm-%x-%j-%N.out + +cd /scratch/project_465000301/particleflow + +module load LUMI/24.03 partition/G + +export IMG=/scratch/project_465000301/pytorch-rocm6.2.simg +export PYTHONPATH=hep_tfds +export TFDS_DATA_DIR=/scratch/project_465000301/tensorflow_datasets +#export MIOPEN_DISABLE_CACHE=true +export MIOPEN_USER_DB_PATH=/tmp/${USER}-${SLURM_JOB_ID}-miopen-cache +export MIOPEN_CUSTOM_CACHE_DIR=${MIOPEN_USER_DB_PATH} +export TF_CPP_MAX_VLOG_LEVEL=-1 #to suppress ROCm fusion is enabled messages +export ROCM_PATH=/opt/rocm +#export NCCL_DEBUG=INFO +#export MIOPEN_ENABLE_LOGGING=1 +#export MIOPEN_ENABLE_LOGGING_CMD=1 +#export MIOPEN_LOG_LEVEL=4 +export KERAS_BACKEND=torch + +env + +#TF training +singularity exec \ + --rocm \ + -B /scratch/project_465000301 \ + -B /tmp \ + --env LD_LIBRARY_PATH=/opt/rocm/lib/ \ + --env CUDA_VISIBLE_DEVICES=$ROCR_VISIBLE_DEVICES \ + $IMG python3 mlpf/pyg_pipeline.py --dataset clic --gpus 8 \ + --data-dir $TFDS_DATA_DIR --config parameters/pytorch/pyg-clic.yaml \ + --train --gpu-batch-multiplier 128 --num-workers 8 --prefetch-factor 100 --checkpoint-freq 1 --conv-type attention --dtype bfloat16 --lr 0.0001 --num-epochs 30 +``` + +## Evaluation +```bash +#!/bin/bash +#SBATCH --partition gpu +#SBATCH --gres gpu:mig:1 +#SBATCH --mem-per-gpu 200G +#SBATCH -o logs/slurm-%x-%j-%N.out + +IMG=/home/software/singularity/pytorch.simg:2024-08-18 +cd ~/particleflow + +WEIGHTS=experiments/pyg-clic_20241001_215132_345408/checkpoints/checkpoint-26-2.004527.pth +singularity exec -B /scratch/persistent --nv \ + --env PYTHONPATH=hep_tfds \ + --env KERAS_BACKEND=torch \ + $IMG python3 mlpf/pyg_pipeline.py --dataset clic --gpus 1 \ + --data-dir /scratch/persistent/joosep/tensorflow_datasets --config parameters/pytorch/pyg-clic.yaml \ + --test --make-plots --gpu-batch-multiplier 100 --load $WEIGHTS --dtype bfloat16 --prefetch-factor 10 --num-workers 8 --load $WEIGHTS --ntest 50000 +~ +``` + +## Citation + +## Glossary + +PF - particle flow reconstruction + +## Model Card Contact + +Joosep Pata, joosep.pata@cern.ch + + + diff --git a/clic/clusters/v1.9.0/checkpoints/checkpoint-26-2.004527.pth b/clic/clusters/v1.9.0/checkpoints/checkpoint-26-2.004527.pth new file mode 100644 index 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0000000000000000000000000000000000000000..b2cb837b50ea58b68f9fc79056ef05e9f7fa1fca --- /dev/null +++ b/clic/clusters/v1.9.0/test-config.yaml @@ -0,0 +1,126 @@ +backend: pytorch +checkpoint_freq: null +comet: false +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 100 +config: parameters/pytorch/pyg-clic.yaml +conv_type: attention +data_dir: /scratch/persistent/joosep/tensorflow_datasets +dataset: clic +dtype: bfloat16 +gpu_batch_multiplier: 100 +gpus: 1 +load: experiments/pyg-clic_20241001_215132_345408/checkpoints/checkpoint-26-2.004527.pth +lr: 0.0001 +lr_schedule: cosinedecay +lr_schedule_config: + onecycle: + pct_start: 0.3 +make_plots: true +model: + attention: + activation: gelu + attention_type: math + conv_type: attention + dropout_conv_id_ff: 0.0 + dropout_conv_id_mha: 0.0 + dropout_conv_reg_ff: 0.1 + dropout_conv_reg_mha: 0.1 + dropout_ff: 0.1 + head_dim: 32 + num_convs: 4 + num_heads: 32 + use_pre_layernorm: true + cos_phi_mode: linear + energy_mode: direct-elemtype-split + eta_mode: linear + gnn_lsh: + activation: elu + bin_size: 32 + conv_type: gnn_lsh + distance_dim: 128 + embedding_dim: 512 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 8 + num_node_messages: 2 + width: 512 + input_encoding: split + learned_representation_mode: last + mamba: + activation: elu + conv_type: mamba + d_conv: 4 + d_state: 16 + dropout: 0.0 + embedding_dim: 128 + expand: 2 + num_convs: 2 + num_heads: 2 + width: 128 + pt_mode: direct-elemtype-split + sin_phi_mode: linear + trainable: all +ntest: null +ntrain: null +num_epochs: 100 +num_workers: 8 +nvalid: null +patience: 20 +prefetch_factor: 10 +ray_train: false +raytune: + asha: + brackets: 1 + grace_period: 10 + max_t: 200 + reduction_factor: 4 + default_metric: val_loss + default_mode: min + hyperband: + max_t: 200 + reduction_factor: 4 + hyperopt: + n_random_steps: 10 + local_dir: null + nevergrad: + n_random_steps: 10 + sched: null + search_alg: null +save_attention: true +sort_data: false +test: true +test_dataset: + clic_edm_qq_pf: + version: 2.2.0 + clic_edm_ttbar_pf: + version: 2.2.0 + clic_edm_ww_fullhad_pf: + version: 2.2.0 +test_datasets: [] +train_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + version: 2.2.0 + clic_edm_ttbar_pf: + version: 2.2.0 + clic_edm_ww_fullhad_pf: + version: 2.2.0 +val_freq: null +valid_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + version: 2.2.0 + clic_edm_ttbar_pf: + version: 2.2.0 + clic_edm_ww_fullhad_pf: + version: 2.2.0 diff --git a/clic/clusters/v1.9.0/train-config.yaml b/clic/clusters/v1.9.0/train-config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4a40cc2b4177eb0f77b9a15a0d6d5cfdc3c505b3 --- /dev/null +++ b/clic/clusters/v1.9.0/train-config.yaml @@ -0,0 +1,125 @@ +backend: pytorch +checkpoint_freq: 1 +comet: false +comet_name: particleflow-pt +comet_offline: false +comet_step_freq: 100 +config: parameters/pytorch/pyg-clic.yaml +conv_type: attention +data_dir: /scratch/project_465000301/tensorflow_datasets +dataset: clic +dtype: bfloat16 +gpu_batch_multiplier: 128 +gpus: 8 +load: experiments/pyg-clic_20241001_215132_345408/checkpoints/checkpoint-19-2.032002.pth +lr: 0.0001 +lr_schedule: cosinedecay +lr_schedule_config: + onecycle: + pct_start: 0.3 +model: + attention: + activation: gelu + attention_type: math + conv_type: attention + dropout_conv_id_ff: 0.0 + dropout_conv_id_mha: 0.0 + dropout_conv_reg_ff: 0.1 + dropout_conv_reg_mha: 0.1 + dropout_ff: 0.1 + head_dim: 32 + num_convs: 4 + num_heads: 32 + use_pre_layernorm: true + cos_phi_mode: linear + energy_mode: direct-elemtype-split + eta_mode: linear + gnn_lsh: + activation: elu + bin_size: 32 + conv_type: gnn_lsh + distance_dim: 128 + embedding_dim: 512 + ffn_dist_hidden_dim: 128 + ffn_dist_num_layers: 2 + layernorm: true + max_num_bins: 200 + num_convs: 8 + num_node_messages: 2 + width: 512 + input_encoding: split + learned_representation_mode: last + mamba: + activation: elu + conv_type: mamba + d_conv: 4 + d_state: 16 + dropout: 0.0 + embedding_dim: 128 + expand: 2 + num_convs: 2 + num_heads: 2 + width: 128 + pt_mode: direct-elemtype-split + sin_phi_mode: linear + trainable: all +ntest: null +ntrain: null +num_epochs: 30 +num_workers: 8 +nvalid: null +patience: 20 +prefetch_factor: 100 +ray_train: false +raytune: + asha: + brackets: 1 + grace_period: 10 + max_t: 200 + reduction_factor: 4 + default_metric: val_loss + default_mode: min + hyperband: + max_t: 200 + reduction_factor: 4 + hyperopt: + n_random_steps: 10 + local_dir: null + nevergrad: + n_random_steps: 10 + sched: null + search_alg: null +save_attention: true +sort_data: false +test_dataset: + clic_edm_qq_pf: + version: 2.2.0 + clic_edm_ttbar_pf: + version: 2.2.0 + clic_edm_ww_fullhad_pf: + version: 2.2.0 +test_datasets: [] +train: true +train_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + version: 2.2.0 + clic_edm_ttbar_pf: + version: 2.2.0 + clic_edm_ww_fullhad_pf: + version: 2.2.0 +val_freq: null +valid_dataset: + clic: + physical: + batch_size: 1 + samples: + clic_edm_qq_pf: + version: 2.2.0 + clic_edm_ttbar_pf: + version: 2.2.0 + clic_edm_ww_fullhad_pf: + version: 2.2.0