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Quick Start: TrainCheck Tutorial

+

In this tutorial, you will use TrainCheck to detect & diagnose the real‑world silent issue in PyTorch‑Forum‑84911: Obtaining abnormal changes in loss and accuracy, with invariants inferred from PyTorch’s official MNIST example. We’ll refer to this buggy pipeline simply as '84911'.

+

Estimated time: ~5 minutes (plus model/inference overhead)

+

Prerequisites
+- A working TrainCheck installation
+- efficientnet_pytorch and torchvision (install via pip3 install efficientnet_pytorch torchvision)
+- A Linux machine with a CUDA‑enabled GPU
+ - 💡 Tip: If you don’t have a CUDA GPU, you can still run this tutorial on CPU—it’ll just take longer.

+

Background: What’s wrong with 84911?

+

The author attempts to finetune a pretrained EfficientNet_b0 model for image classification but notices that—even after many epochs—the training loss barely improves (x‑axis = epoch, y‑axis = loss):

+
+ loss curve v.s. epochs +
+ +

It appears from the plot that the model is still being trained, but somehow it is just not improving meaningfully. +The original issue post discussed adjusting learning rate, and training for longer epochs. However, the issue remained unresolved.

+

We have diagnosed the root cause for you. You can look at it now or come at it yourself with the help of TrainCheck.

+
+Click here to reveal the root cause.
+ +The developer, for some reason, sets `requires_grad` to `False` for all parameters except for batch normalization layers, yet only initializes the optimizer with the final fully-connected layer. + +
for name,param in model_transfer.module.named_parameters():
+    if("bn" not in name):
+        param.requires_grad = False
+
+for param in model_transfer.module._fc.parameters():
+    param.requires_grad = False
+
+...
+optimizer_transfer = optim.Adam(model_transfer.module._fc.parameters(), lr=0.001)
+
+ +This freeze logic leaves virtually no trainable parameters. Since batch normalization layers still update their running mean/variance each forward pass, the loss/accuracy curves drift slightly instead of remaining flat—masking the lack of actual learning. Logging metrics only once per epoch further hides the anomalies, so the initialization bug only becomes apparent after several epochs have already run. +
+ +

Detecting & Diagnosing 84911

+

We will infer invariants from the mnist.py, a very simple PyTorch-official pipeline that trains a 2-layer CNN on MNIST, to showcase TrainCheck's capability.

+

1. Download example scripts

+
cd ~
+mkdir traincheck-tutorial && cd traincheck-tutorial
+wget https://raw.githubusercontent.com/OrderLab/traincheck/main/docs/assets/code/mnist.py
+wget https://raw.githubusercontent.com/OrderLab/traincheck/main/docs/assets/code/84911.py
+
+

💡 If the wget links above fail (e.g. due to branch changes or access issues), you can also download the files manually from: +- mnist.py +- 84911.py

+

2. Instrument & collect trace from mnist.py (~1 minute)

+
traincheck-collect \
+  --pyscript mnist.py \
+  --models-to-track model \
+  --output-dir traincheck_mnist_trace
+
+

This instruments torch and model in mnist.py, runs it with default arguments, and writes JSON trace files into traincheck_mnist_trace/ (≈ 1 minute). You’ll see the training logs and any benign PyTorch warnings on stdout.

+

3. Infer Invariants from mnist.py (~1-4 minutes)

+

We will infer invariants from the trace we just collected using the command below.

+

traincheck-infer -f ./traincheck_mnist_trace
+
+This will produce an invariants.json file (one JSON Line per invariant). Verify the count:

+
wc -l invariants.json  # should output ~913
+
+

The generated invariants capture API invocation order, event expectations, and input-output relationships. Since the trace comes from a single, simple script, some invariants may overfit—we’ll cover filtering in the next steps.

+

4. Check for silent issues in 84911.py with invariants (~5-10 minutes)

+
+

Note: For this quickstart, we do offline checking for simplicity.

+
+
# trace the buggy pipeline (~5 minutes)
+traincheck-collect \
+  --pyscript 84911.py \
+  --models-to-track model_transfer \
+  --output-dir traincheck_84911_trace
+
+# run the checker (~2–6 minutes)
+traincheck-check \
+  --trace-folders traincheck_84911_trace \
+  --invariants invariants.json
+
+

The output of the traincheck-check command will contain this in the end: +

Checking finished. 913 invariants checked
+Total failed invariants: 25/913
+Total passed invariants: 888/913 # number here includes both passed and not triggered invariants
+Total invariants that are not triggered: 552/913
+

+

361 invariants were checked on 84911.py, and 25 got violated.

+

The checker writes the full results to a folder named traincheck_checker_results_<timestamp>, containing the results (failed.log, not_triggered.log, passed.log, depending if an invariant is violated, not checked at all, or checked and passed.), and a copy of invariants.json.

+

5. Detection & Diagnosis

+

Ready to play detective? 🔍 TrainCheck flagged 25 invariant violations right at the start of training—well before the fluctuating loss/accuracy pattern was observed. Let’s interpret the results first and then if you want to learn more.

+

1. Quick filter
+- Event‑order invariants noise (20/25 failures):
+ - FunctionCoverRelation and FunctionLeadRelation invariants (basically specifying API invocation orders) overfit our single demo trace.
+ - Examples: strict ordering of torch.distributed.is_initialized (6 invariants violated but we are not even doing distributed training in 84911!) or torch.cuda.is_initialized (another 7 invariants violated but shouldn't matter at all for training). + - Ignore these.

+

2. Spot the real issues
+- APIContainRelation invariant violations (5/25):
+ 1. Optimizer.zero_grad did not reset .grad from non-zero to zero/None.
+ - Implies either no gradients were ever populated or zeroing silently failed.
+ 2. Adadelta.step did not update .data of any parameters.
+ - Indicates the optimizer had no trainable parameters to touch.

+

🧩 Putting it all together: The optimizer wasn’t updating anything because… the parameters it received had requires_grad=False. Go to Background: What’s wrong in 84911? to see the full root cause confirmed and explained.

+
+🙋 Click here to learn how to inspect the raw results
+ +Open the `failed_*.log` file—TrainCheck writes each violated invariant as a standalone JSON object. For example: + +
{
+  "invariant": {  },
+  "check_passed": false,
+  "triggered": true,
+  "detection_time": 18343040207314524,
+  "detection_time_percentage": 0.1805434802294184,
+  "trace": [
+    {
+      "func_call_id": "...",
+      "meta_vars.step": 1,
+      "function": "torch.optim.optimizer.Optimizer.zero_grad",
+      
+    }
+    ...
+  ]
+}
+
+ +- `"invariant"` shows the invariant that this result correspond to, and +- `"trace"` corresponds to the specific trace that caused the violation. +- `"check_passed": false` means that the invariant has been violated. +- `"triggered": true` means that the invariant has been checked at least once, which is always the case if the invariant is violated. +- `"detection_time"` is the timestamp when the violation happened. +- `"detection_percentage"` is the percentage of this timestamp in the entire duration of the training, and gives a rough impression of how early the detection is. We are working on providing a field `"detection_step"` that pinpoints on which step the issue is detected. For now, to get "step", you can look at the `"trace"` field and look for step numbers in `"meta_vars"`. + +For example, the "`optimizer.zero_grad` did **not** reset `.grad` from non-zero to zero/None" is represented as: + +
{
+    "invariant": {
+        "relation": "APIContainRelation",
+        "params": [
+            {
+                "param_type": "APIParam",
+                "api_full_name": "torch.optim.optimizer.Optimizer.zero_grad"
+            },
+            {
+                "param_type": "VarTypeParam",
+                "var_type": "torch.nn.Parameter",
+                "attr_name": "grad",
+                "pre_value": "non_zero",
+                "post_value": null
+            }
+        ],
+        "precondition": {
+            "parent_func_call_pre": {
+                "inverted": true,
+                "preconditions": [
+                    {
+                        "clauses": [
+                            {
+                                "type": "constant",
+                                "prop_name": "meta_vars.step",
+                                "additional_path": "None",
+                                "prop_dtype": "int",
+                                "values": [
+                                    0
+                                ]
+                            }
+                        ]
+                    },
+                    {
+                        "clauses": [
+                            {
+                                "type": "constant",
+                                "prop_name": "meta_vars.stage",
+                                "additional_path": "None",
+                                "prop_dtype": "str",
+                                "values": [
+                                    "testing",
+                                    "init"
+                                ]
+                            }
+                        ]
+                    }
+                ]
+            }
+        },
+        "num_positive_examples": 20,
+        "num_negative_examples": 1
+    },
+    "check_passed": false,
+    "triggered": true,
+    "detection_time": 18343039144178123,
+    "detection_time_percentage": 0.16245728748900484,
+    "trace": [
+        {
+            "func_call_id": "3f7265b362c34725b412cf693ceea8f3_18343039144122325",
+            "thread_id": 140156043466560,
+            "process_id": 1263911,
+            "meta_vars.step": 1,
+            "type": "function_call (pre)",
+            "function": "torch.optim.optimizer.Optimizer.zero_grad",
+            "is_bound_method": true,
+            "obj_id": 140152527083248,
+            "args": {
+                "0": {
+                    "torch.optim.adadelta.Adadelta": {}
+                }
+            },
+            "kwargs": {},
+            "time": 18343039144178123,
+            "return_values": NaN,
+            "var_name": NaN,
+            "var_type": NaN,
+            "mode": NaN,
+            "dump_loc": NaN,
+            "attributes._TRAINCHECK_data_ID": NaN,
+            "attributes.data": NaN,
+            "attributes.dtype": NaN,
+            "attributes.grad": NaN,
+            "attributes.grad_fn": NaN,
+            "attributes.is_cpu": NaN,
+            "attributes.is_cuda": NaN,
+            "attributes.is_ipu": NaN,
+            "attributes.is_leaf": NaN,
+            "attributes.is_meta": NaN,
+            "attributes.is_mkldnn": NaN,
+            "attributes.is_mps": NaN,
+            "attributes.is_mtia": NaN,
+            "attributes.is_nested": NaN,
+            "attributes.is_ort": NaN,
+            "attributes.is_quantized": NaN,
+            "attributes.is_sparse": NaN,
+            "attributes.is_sparse_csr": NaN,
+            "attributes.is_vulkan": NaN,
+            "attributes.is_xla": NaN,
+            "attributes.is_xpu": NaN,
+            "attributes.itemsize": NaN,
+            "attributes.name": NaN,
+            "attributes.nbytes": NaN,
+            "attributes.ndim": NaN,
+            "attributes.requires_grad": NaN,
+            "attributes.retains_grad": NaN,
+            "attributes.shape": NaN,
+            "attributes._TRAINCHECK_grad_ID": NaN,
+            "exception": NaN,
+            "exception_msg": NaN,
+            "proxy_obj_names": NaN
+        }
+    ]
+}
+
+ +The invariant specifies that `torch.optim.optimizer.Optimizer.zero_grad` (*the first invariant parameter*) invocations must change `.grad` from a non-zero value to `null` (*the second invariant parameter*), except during the very first iteration (*i.e. before any backward pass when no `.grad` exists, as per the invariant precondition*). We then inspect the trace record where the invariant is violated: `meta_vars.step` is 1, indicating detection occurred in the second training iteration. You can review the other results in the same way. + +The `NaN` values denote missing fields and can be safely ignored. + +
+ +
+

🎉 You just used TrainCheck to catch a real-world silent bug before it impacted training!

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Eval: Silent Issue Detection

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Estimated Completion Time: ~30 minutes

+

🎯 Goal

+

TrainCheck detects 18 real-world silent issues in our evaluation. Your goal in this artifact evaluation is to verify detection for the subset of issues that are currently AE-supported (see bug table below).

+

For each supported bug, you should confirm:

+

TrainCheck successfully detects the issue by reporting one or more invariant violations on the provided trace.

+

The artifact provides all necessary resources to automate this confirmation.
+Additional insights—such as when the issue is triggered and how the violation aligns with the root cause—can be explored by examining the scripts, logs, or violation reports, though they are not required for core validation.

+

📂 Resources Provided

+

All files are located in the TrainCheck-Evaluation-Workloads repository.

+ + + + + + + + + + + + + + + + + + + + + +
ResourceDescription
Curated InvariantsSmall set of known-effective invariants per bug.
Pre-collected TracesCaptured execution traces from the buggy pipelines.
Silent Issue Reproduction Scripts and Descriptionshttps://github.com/OrderLab/TrainCheck-Evaluation-Workloads/tree/main/silent-issue-detection/bug-reprod-scripts
+

🐛 Silent Issue Summary Table

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Bug IDFailure LocationAE?AE Limitation (if any)
baichuan2-86HW/Driver✅ YesSimilar root cause as pytorch-84803, reuses pytorch-104336 trace
deepspeed-1801Framework✅ Yes
deepspeed-5794Framework❌ NoInvariant relation still under evaluation
lightning-thunder-725Framework✅ Yes
mmpretrain-702Framework✅ Yes
pytorch-51800Framework✅ Yes
pytorch-84803HW/Driver✅ YesDifferent root cause, but low-level manifest is similar, reuses pytorch-104336 trace
pytorch-96600HW/Driver✅ YesSimilar root cause as pytorch-84803 reuses pytorch-104336 trace
pytorch-104336Framework✅ Yes
pytorch-115607Compiler✅ Yes
pytorch-forum-84911User Code✅ Yes
stackoverflow-60335387User Code✅ Yes
stackoverflow-67180955Framework❌ NoRequires older Python version no longer supported
transformers-17877Framework✅ Yes
transformers-23723Framework✅ Yes
transformers-33844Framework✅ Yes
transformers-34204Framework❌ NoInvariant support still in progress
x-jxmnop-ddp-out-of-syncUser Code✅ YesReuses pytorch-104336 trace
+

We currently support 15 out of 18 bugs for artifact evaluation.
+You have already detected pytorch-forum-84911 in our 5-min tutorial. You will need to detect the rest of the 14 bugs.

+

Bugs not included in this AE release typically depend on: +- Unsupported or unstable library versions +- Very old Python environments +- Invariant support still in development

+

Additionally, a few bugs stem from very specific issues such as faulty hardware, which are inherently difficult to reproduce. +For such cases—and for bugs that share the same root cause/manifest—we may provide a shared/simulated trace and a shared invariant that is reused across multiple bug IDs.

+

🧪 Reproducing Silent Issue Detection

+
+

All steps described below assumes you are already in the TrainCheck-Evaluation-Workloads repo. If not, clone the repository and go to it. +

git clone https://github.com/OrderLab/TrainCheck-Evaluation-Workloads.git
+cd TrainCheck-Evaluation-Workloads
+

+
+
    +
  1. +

    Make sure you have a working TrainCheck installation by following TrainCheck Installation Guide.

    +
  2. +
  3. +

    Execute ae_detection.sh to automatically apply invariants to the pre-collected trace. This script generates results into a folder named checker_output. +

    cd silent-issue-detection
    +bash ae_detection.sh
    +

    +
  4. +
+

Expected Results

+

The checker_output folder contains checkering results for each trace. +

(base)   checker_output git:(main) tree .
+.
+├── invariants.json
+├── trace_deepspeed-1801
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+├── trace_mmpretrain-702
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+├── trace_pytorch-104336
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+├── trace_pytorch-115607
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+├── trace_pytorch-51800
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+├── trace_stackoverflow-60335387
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+├── trace_transformers-17877
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+├── trace_transformers-23723
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+├── trace_transformers-33844
+   ├── failed.log
+   ├── not_triggered.log
+   └── passed.log
+└── trace_x-jxmnop-ddp-out-of-sync
+    ├── failed.log
+    ├── not_triggered.log
+    └── passed.log
+
+You want to make sure all failed.log files are non-empty, indicating silent errors detected in these traces.

+
+

Optionally, we provided a reference_checker_output folder containing the expected detection results. You can compare the checking results you get versus our reference results.

+

When you do this comparison, do keep in mind that your results and our reference results will not be exactly the same, as TrainCheck does not enforce (1) the order of checking when multiple checkable entities are available at the same time, which may lead to invariants violated on different processes or different pairs of variables, (2) the order of fields when serializing checker results.

+

Thus, if you do the comparison in a mechanical way (e.g. via diff -r checker_output reference_checker_output), you might see outputs like this. The differences are expected and benign. +

(base)   silent-issue-detection git:(main) diff -r checker_output reference_checker_output
+diff --color -r checker_output/trace_pytorch-104336/failed.log reference_checker_output/trace_pytorch-104336/failed.log
+75,76c75,76
+<     "detection_time": 2437523672783,
+<     "detection_time_percentage": 0.11841431018590723,
+---
+>     "detection_time": 2437539087694,
+>     "detection_time_percentage": 0.11851643004648255,
+81,82c81,82
+<             "process_id": 9539,
+<             "thread_id": 140711397648192,
+---
+>             "process_id": 9591,
+>             "thread_id": 140324043503424,
+86c86
+<             "attributes._TRAINCHECK_data_ID": 140704882109040,
+---
+>             "attributes._TRAINCHECK_data_ID": 140317529048544,
+116,117c116,117
+<             "time": 2437523672783,
+<             "meta_vars._DATA_PARALLEL_RANK": 4.0,
+---
+>             "time": 2437504805077,
+>             "meta_vars._DATA_PARALLEL_RANK": 5.0,
+123,124c123,124
+<             "process_id": 9429,
+<             "thread_id": 140050208577344,
+---
+>             "process_id": 9747,
+>             "thread_id": 140028492969792,
+128c128
+<             "attributes._TRAINCHECK_data_ID": 140043703504144,
+---
+>             "attributes._TRAINCHECK_data_ID": 140021978318304,
+158,159c158,159
+<             "time": 2437502499438,
+<             "meta_vars._DATA_PARALLEL_RANK": 2.0,
+---
+>             "time": 2437539087694,
+>             "meta_vars._DATA_PARALLEL_RANK": 7.0,
+diff --color -r checker_output/trace_pytorch-115607/failed.log reference_checker_output/trace_pytorch-115607/failed.log
+43,44c43,44
+<                                     "init",
+<                                     "testing"
+---
+>                                     "testing",
+>                                     "init"
+78,80d77
+<             "exception": NaN,
+<             "exception_msg": NaN,
+<             "proxy_obj_names": NaN,
+113c110,113
+<             "attributes._TRAINCHECK_grad_ID": NaN
+---
+>             "attributes._TRAINCHECK_grad_ID": NaN,
+>             "exception": NaN,
+>             "exception_msg": NaN,
+>             "proxy_obj_names": NaN
+180,182d179
+<             "exception": NaN,
+<             "exception_msg": NaN,
+<             "proxy_obj_names": NaN,
+215c212,215
+<             "attributes._TRAINCHECK_grad_ID": NaN
+---
+>             "attributes._TRAINCHECK_grad_ID": NaN,
+>             "exception": NaN,
+>             "exception_msg": NaN,
+>             "proxy_obj_names": NaN
+261,262c261,262
+<                                     "init",
+<                                     "testing"
+---
+>                                     "testing",
+>                                     "init"
+296,298d295
+<             "exception": NaN,
+<             "exception_msg": NaN,
+<             "proxy_obj_names": NaN,
+331c328,331
+<             "attributes._TRAINCHECK_grad_ID": NaN
+---
+>             "attributes._TRAINCHECK_grad_ID": NaN,
+>             "exception": NaN,
+>             "exception_msg": NaN,
+>             "proxy_obj_names": NaN
+diff --color -r checker_output/trace_pytorch-51800/failed.log reference_checker_output/trace_pytorch-51800/failed.log
+34,56d33
+<             "func_call_id": "b39a4a81b2c24473ba916ab1832fbf12_19876858668012869",
+<             "thread_id": 140254285555520,
+<             "process_id": 3499981,
+<             "meta_vars.step": 0,
+<             "type": "function_call (pre)",
+<             "function": "torch.nn.modules.module.Module.eval",
+<             "is_bound_method": true,
+<             "obj_id": 140250960790096,
+<             "args": {
+<                 "0": {
+<                     "__main__.SimpleCNN": {
+<                         "call_super_init": false,
+<                         "dump_patches": false,
+<                         "training": true
+<                     }
+<                 }
+<             },
+<             "kwargs": {},
+<             "time": 19876858668088743,
+<             "return_values": NaN,
+<             "exception": NaN,
+<             "exception_msg": NaN,
+<             "proxy_obj_names": NaN,
+60a38,41
+>             "process_id": 3499981,
+>             "thread_id": 140254285555520,
+>             "time": 19876858668088743,
+>             "meta_vars.step": 0,
+89c70,89
+<             "attributes._TRAINCHECK_grad_ID": NaN
+---
+>             "type": "function_call (pre)",
+>             "attributes._TRAINCHECK_grad_ID": NaN,
+>             "func_call_id": "b39a4a81b2c24473ba916ab1832fbf12_19876858668012869",
+>             "function": "torch.nn.modules.module.Module.eval",
+>             "is_bound_method": true,
+>             "obj_id": 140250960790096,
+>             "args": {
+>                 "0": {
+>                     "__main__.SimpleCNN": {
+>                         "call_super_init": false,
+>                         "dump_patches": false,
+>                         "training": true
+>                     }
+>                 }
+>             },
+>             "kwargs": {},
+>             "return_values": NaN,
+>             "exception": NaN,
+>             "exception_msg": NaN,
+>             "proxy_obj_names": NaN
+diff --color -r checker_output/trace_transformers-33844/failed.log reference_checker_output/trace_transformers-33844/failed.log
+244,246d243
+<                 "enabled": {
+<                     "bool": true
+<                 },
+250a248,250
+>                     "bool": true
+>                 },
+>                 "enabled": {
+diff --color -r checker_output/trace_x-jxmnop-ddp-out-of-sync/failed.log reference_checker_output/trace_x-jxmnop-ddp-out-of-sync/failed.log
+81,82c81,82
+<             "process_id": 89557,
+<             "thread_id": 140661207828288,
+---
+>             "process_id": 89558,
+>             "thread_id": 140625926412096,
+85c85
+<             "meta_vars._DATA_PARALLEL_RANK": "0",
+---
+>             "meta_vars._DATA_PARALLEL_RANK": "1",
+87c87
+<             "attributes._TRAINCHECK_data_ID": 140656561409856,
+---
+>             "attributes._TRAINCHECK_data_ID": 140621279056480,
+117c117
+<             "time": 123297988837864,
+---
+>             "time": 123299970638648,
+123,124c123,124
+<             "process_id": 89558,
+<             "thread_id": 140625926412096,
+---
+>             "process_id": 89557,
+>             "thread_id": 140661207828288,
+127c127
+<             "meta_vars._DATA_PARALLEL_RANK": "1",
+---
+>             "meta_vars._DATA_PARALLEL_RANK": "0",
+129c129
+<             "attributes._TRAINCHECK_data_ID": 140621279058160,
+---
+>             "attributes._TRAINCHECK_data_ID": 140656561411776,
+159c159
+<             "time": 123299970638648,
+---
+>             "time": 123297988837864,
+

+ + + + + + + + + + + + + +
+
+ + + + + +
+ + + +
+ + + +
+
+
+
+ + + + + + + + + + + + + \ No newline at end of file diff --git a/ae-eval-s5.3-transferability/index.html b/ae-eval-s5.3-transferability/index.html new file mode 100644 index 00000000..1a2ec189 --- /dev/null +++ b/ae-eval-s5.3-transferability/index.html @@ -0,0 +1,750 @@ + + + + + + + + + + + + + + + + + + + + + + + + Eval: Transferability - TrainCheck + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + Skip to content + + +
+
+ +
+ + + + +
+ + +
+ +
+ + + + + + + + + +
+
+ + + +
+
+
+ + + + + + + + + +
+
+
+ + + + +
+ +
+ + + + + + + + +

Eval: Transferability

+

Estimated Completion Time: 40 minutes +- Environment Setup: ~10 minutes
+- Trace Collection: ~10 minutes
+- Invariant Inference: ~20 minutes

+

🎯 Goal

+

This evaluation measures the transferability of invariants inferred by TrainCheck across library versions and training environments.
+The results to be reproduced correspond to the final paragraph of Section 5.3 of the paper.

+

Other claims in Section 5.3—specifically, that invariants inferred from reference pipelines can detect all known bugs—are validated as part of the Silent Issue Detection Evaluation.

+

📂 Resources & Scripts

+ +

This evaluation uses the GCN training pipeline from PyTorch's official examples, tested across different PyTorch versions.
+The pipeline is included in the artifact repository and will be automatically handled by the script—no manual setup is required.

+

🛠 How to Run

+
    +
  1. +

    Go to TrainCheck-Evaluation-Workloads/transferability. Clone the repo if you do not have it. +

    git clone https://github.com/OrderLab/TrainCheck-Evaluation-Workloads.git
    +cd TrainCheck-Evaluation-Workloads/transferability
    +

    +
  2. +
  3. +

    Create a new conda environment named traincheck-torch251, and install PyTorch 2.5.1 along with TrainCheck.

    +

    Run the appropriate script based on your GPU's CUDA compatibility (likely executing either will be fine): +

    bash install-traincheck-torch251-cu121.sh  # for CUDA 12.1
    +
    +or +
    bash install-traincheck-torch251-cu118.sh  # for CUDA 11.8
    +

    +
  4. +
  5. +

    Run the transferability evaluation script: +

    bash ae_transferability.sh
    +

    +

    This script will: + - Collect traces from the GCN training pipeline using both PyTorch 2.2.2 and 2.5.1. + - Infer invariants from the 2.2.2 version. + - Apply them to the 2.5.1 trace to assess transferability.

    +
  6. +
+
+

⚠️ Note: +The scripts above assume that Conda is installed at ~/miniconda3. +If your installation is located elsewhere (e.g., ~/anaconda3), please modify the first line of the scripts to reflect your actual Conda path.

+

We also assume that you have already installed TrainCheck in an environment named traincheck prior to running these scripts.

+
+

🧐 How to Verify the Results

+

After the script finishes, it generates a file named applied_rates.csv that reports the percentage of applicable invariants. You should verify that the rate is no lower than the paper’s reported value:

+
+

🟢 "94.2% remain valid and applicable up to PyTorch 2.5.1" (Section 5.3)

+
+

⚠️ Notes & Troubleshooting

+

If invariant inference or checking fails, please first verify that the environment is correctly set up (e.g., correct PyTorch version, dependencies installed).
+Then try re-running ae_transferability.py.

+

If the issue persists, please contact us for assistance。

+ + + + + + + + + + + + + +
+
+ + + + + +
+ + + +
+ + + +
+
+
+
+ + + + + + + + + + + + + \ No newline at end of file diff --git a/ae-eval-s5.4-fp-rate/index.html b/ae-eval-s5.4-fp-rate/index.html new file mode 100644 index 00000000..d017b4e2 --- /dev/null +++ b/ae-eval-s5.4-fp-rate/index.html @@ -0,0 +1,770 @@ + + + + + + + + + + + + + + + + + + + + + + + + Eval: False Positive Rate - TrainCheck + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + Skip to content + + +
+
+ +
+ + + + +
+ + +
+ +
+ + + + + + + + + +
+
+ + + +
+
+
+ + + + + + + + + +
+
+
+ + + + +
+ +
+ + + + + + + + +

Eval: False Positive Rate

+

⏳ Estimated Completion Time: 2 hour. +- Trace Collection: ~10 minutes +- Invariant Inference & Checking: ~1.5 hours

+

🎯 Goal

+

This evaluation measures the false positive rate of alarms reported by TrainCheck's invariants.
+The target results are discussed in the main text of Section 5.4 of the paper.

+

📂 Resources & Scripts

+ +

🛠 How to Run

+
+

All steps described below assumes you are already in the TrainCheck-Evaluation-Workloads repo. If not, clone the repository and go to it. +

git clone https://github.com/OrderLab/TrainCheck-Evaluation-Workloads.git
+cd TrainCheck-Evaluation-Workloads
+

+
+
    +
  1. +

    Make sure you have a working TrainCheck installation by following TrainCheck Installation Guide.

    +
  2. +
  3. +

    Install necessary dependencies for the false positive evaluation workloads. +

    conda activate traincheck # change this if you installed TrainCheck in a different environment.
    +cd fp_rate
    +pip3 install -r requirements.txt
    +

    +
  4. +
  5. +

    Execute ae_fp.py to collect traces, perform invariant inference, and check the invariants on validation programs.

    +

    The workload ddp-multigpu will need 2 GPUs. We have provided the trace for ddp-multigpu in case you do not have two GPUs.

    +

    If you need to use our pre-computed trace for ddp-multigpu, remove the --overwrite-existing-results argument. +

    python3 ae_fp.py --bench workloads
    +

    +

    Or, if you have a machine with 2 GPUs, execute the below command, such that the original results will be re-computed. +

    python3 ae_fp.py --bench workloads --overwrite-existing-results
    +

    +
  6. +
  7. +

    Execute compute_fp_rate.py to compute the false positive rates.

    +
    python3 compute_fp_rate.py
    +
    +
  8. +
+

👀 What to Expect During Execution

+

The ae_fp.py script is long running. It performs three tasks at same time. +1. It collects trace for all the workloads. +2. It infers invariants for three setups in Section 5.4. +3. It checks inferred invariants on the validation workloads.

+

The experiments might fail if environment installation issues or disruption happens. When you run into problems, please refer to ⚠️ Notes & Troubleshooting.

+

⚠️ Notes & Troubleshooting

+

The script will automatically detect any errors in any (1) trace collection, (2) inference tasks, (3) checking tasks. If you encounter any trace collection issues, please check for any missing environment dependencies.

+

If you encounter any issues on invariant inference tasks or invariant checking tasks, please try to rerun the experiment by adding --overwrite-existing-results or delete all trace_* folders except for trace_ddp-multigpu.

+

If you see persistent issues, it will likely be a environment issue or software bug. Please contact us for help.

+

🧐 How to verify the results?

+

The compute_fp_rate.py script generates a file called fp_rates.csv under the current directory. Looking like this

+
setup,fp_rate
+1-input,0.3105
+4-input,0.1127
+6-input,0.1066
+
+

These values correspond to the results reported in Section 5.4 of the paper. +You should verify that the false positive rates are similar or lower. Since the OSDI submission, we have fixed multiple bugs in TrainCheck, so the false positive rates are expected to be significantly lower in most cases.

+

In our run of the script, we obtained the following results: +

setup,fp_rate
+1-input,0.039
+4-input,0.021
+6-input,0.015
+

+ + + + + + + + + + + + + +
+
+ + + + + +
+ + + +
+ + + +
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+
+ + + + + + + + + + + + + \ No newline at end of file diff --git a/ae-eval-s5.5-perf-overhead/index.html b/ae-eval-s5.5-perf-overhead/index.html new file mode 100644 index 00000000..7428f88a --- /dev/null +++ b/ae-eval-s5.5-perf-overhead/index.html @@ -0,0 +1,767 @@ + + + + + + + + + + + + + + + + + + + + + + + + Eval: Performance Overhead - TrainCheck + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + Skip to content + + +
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+ + + + + + + + + +
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+ + + + +
+ +
+ + + + + + + + +

Eval: Performance Overhead

+

⏳ Estimated Completion Time: 15 minutes.

+

🎯 Goal

+

This evaluation measures the runtime overhead introduced by TrainCheck’s instrumentation compared to un-instrumented runs across a set of representative ML workloads, during the invariant checking stage. The results correspond to Section 5.5 of the paper.

+

📂 Resources & Scripts

+
+

Files described below are all in the TrainCheck-Evaluation-Workloads repo.

+
+
    +
  • Automation Scripts:
  • +
  • +

    performance_overhead/ae_perf.sh: End-to-end script for running the performance overhead benchmarks (Section 5.5) and generating Figure 7. It internally calls:

    +
      +
    • run_all.xsh: Runs the experiments and collects raw data (per-iteration duration).
    • +
    • analysis.xsh: Analyzes the raw data and prepares input for plotting.
    • +
    • plot_e2e.py: Plots the final results.
    • +
    +
  • +
  • +

    Workloads (You won't need to touch this):

    + +
  • +
  • +

    The deployed 100 invariants: + eval_scripts/perf_benchmark/overhead-e2e/sampled_100_invariants.json

    +
  • +
+

🛠 How to Run

+
    +
  1. Make sure you have a working TrainCheck installation by following TrainCheck Installation Guide.
  2. +
+
+

All steps described below assumes you are already in the TrainCheck-Evaluation-Workloads repo. If not, clone the repository and go to it. +

git clone https://github.com/OrderLab/TrainCheck-Evaluation-Workloads.git
+cd TrainCheck-Evaluation-Workloads
+

+
+
    +
  1. +

    Execute ae_perf.sh.

    +
    conda activate traincheck
    +cd performance_overhead
    +
    +bash ae_perf.sh
    +
    +
  2. +
+

🧑‍💻 Expected Output

+

After execution completes, a plot will be generated at performance_ae.pdf. All the raw data are stored at a folder named perf_res_ae.

+

🧐 How to Verify

+
    +
  • Open the generated file performance_ae.pdf and compare it against Figure 7 in the paper.
  • +
  • Small differences in the overhead numbers (within ±20%) are expected. +TrainCheck’s overhead is sensitive to CPU performance, since trace serialization is blocking and CPU-bound.
  • +
  • Despite minor variations, the key takeaway should remain clear: +TrainCheck’s selective instrumentation incurs significantly lower overhead compared to other methods.
  • +
+

⚠️ Notes & Troubleshooting

+
    +
  1. +

    Do Not Run Other GPU Tasks in Parallel

    +

    For stable performance measurements, the evaluation scripts will periodically terminate all CUDA processes to ensure a clean environment. +Please avoid running any other GPU workloads during this evaluation.

    +
  2. +
  3. +

    Handling Failed Workloads

    +

    If an end-to-end workload fails: +- Navigate to the corresponding workload folder. +- Manually rerun it using: +

    traincheck-collect --use-config --config md-config-var.yml -i ../sampled_100_invariants.json
    +
    +- If the issue does not reproduce consistently, simply delete the result folder and rerun the full benchmark. +- If the failure is consistent, please contact us for support.

    +
  4. +
+ + + + + + + + + + + + + +
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+ + + + + +
+ + + +
+ + + +
+
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TrainCheck Artifact Evaluation Guide

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Welcome to the artifact evaluation guide for TrainCheck (OSDI'25). This document outlines the procedures needed to reproduce our results and guides you through the key experiments presented in the paper.

+
+

Note: We may update both the main TrainCheck repository and the evaluation workloads repository during the evaluation period.
+Please make sure to pull the latest version of each repository before proceeding.

+
+

✅ Checklist

+ +

📎 Resources You Need

+

In addition to this guide, you will need the following resources throughout the evaluation process:

+
    +
  1. 5-Minute Tutorial — A quick walkthrough that introduces TrainCheck’s workflow using a real-world bug.
  2. +
  3. TrainCheck Installation Guide — Step-by-step instructions for setting up TrainCheck.
  4. +
  5. Technical Usage Guide — Detailed documentation on how to use TrainCheck, configure instrumentation, and interpret outputs.
  6. +
  7. Evaluation Workloads Repository — Contains all evaluation workloads and automation scripts used in the experiments.
  8. +
+

Overview

+

TrainCheck is an invariant-based tool for detecting silent correctness issues in PyTorch training pipelines.

+

This artifact enables reproduction of the four main evaluation results from the paper:

+ +

To get familiar with TrainCheck, we recommend starting with the 5-Minute Tutorial, which walks you through detecting a real-world bug from Section 5.1.

+ +

We suggest running the evaluations in the following order, based on automation level and runtime requirements:

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    +
  1. Kick the tires – 5 min tutorial with TrainCheck
  2. +
  3. Performance Overhead (~10 minutes)
  4. +
  5. False Positive Rate (~1.5 hours)
  6. +
  7. Transferability (~30 minutes)
  8. +
  9. Silent Issue Detection (~ variate, should be able to finish within one day)
  10. +
+

Environment Requirements

+

Many of our experiment scripts are written in xonsh, a shell that combines Python and Bash. +Please install it with:

+
conda activate traincheck
+pip3 install 'xonsh[full]'
+
+

For a full and efficient AE experience, we recommend the following setup: +- 🖥 1 machine with 2× CUDA-enabled GPUs +- Each GPU should have at least 12 GiB memory. +- Compatible with CUDA 11.8 or 12.1 +- 🧠 32 host memory (recommended)

+ +

Most experiments require 2× CUDA-enabled GPUs with support for CUDA 11.8+. While some workloads can run on GPUs with as little as 2 GiB memory, the main experiments (e.g., Section 5.1) benefit from higher-capacity GPUs.

+

We recommend using the compute_liqid node type on Chameleon Cloud:

+
    +
  • +

    liqid01 and liqid02:
    + These nodes each have 2× A100 GPUs (40 GiB) and allow you to reproduce all results in the paper.

    +
  • +
  • +

    🆗 Other compute_liqid nodes with 1× A100 GPU:
    + These are sufficient for all single-GPU experiments and let you reproduce ~90% of results.

    +
  • +
+

Please consult the estimated runtimes in each evaluation section before making reservations.
+⏱️ If working full-time on the artifact, 2 days should be sufficient, but we recommend reserving at least 5 days to allow for possible setup delays or debugging.

+

Software Notes

+
    +
  1. +

    If you’re using Chameleon instances:

    +
      +
    • Please start your machine with an Ubuntu 22.04 image that includes recent GPU drivers.
    • +
    • We recommend using the CC-Ubuntu22.04-CUDA OS image.
    • +
    +
  2. +
  3. +

    Follow Installation Guide to install TrainCheck.

    +
  4. +
+

⏭️ Once your environment is set up, we recommend starting with the 5-Minute Tutorial with TrainCheck. +It will help you get familiar with the workflow and also verify that your installation is working correctly.

+

🚀 Kick-the-Tires: Try TrainCheck in 5 Minutes

+

Get started quickly by using TrainCheck to detect and diagnosis a real-world bug report: PyTorch-FORUM-84911.

+

See details in 5-min-tutorial.

+

📊 Start Full Artifact Evaluation

+

Follow the below specific instructions to reproduce our evaluation results:

+
    +
  1. Section 5.5: Performance Overhead
  2. +
  3. Section 5.4: False Positives
  4. +
  5. Section 5.3: Invariant Transferability
  6. +
  7. Section 5.1: Silent Issue Detection
  8. +
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+ + + + + + + + + + + + + \ No newline at end of file diff --git a/assets/code/84911.py b/assets/code/84911.py new file mode 100644 index 00000000..453470c4 --- /dev/null +++ b/assets/code/84911.py @@ -0,0 +1,217 @@ +import json +import os +import random + +import numpy as np +import torch +import torch.nn as nn +import torch.optim as optim +import torchvision.transforms as transforms +from efficientnet_pytorch import EfficientNet +from PIL import ImageFile +from torchvision import datasets +from tqdm import tqdm + +from traincheck import annotate_stage + +annotate_stage("init") + +os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID" + +# Deterministic Behaviour +seed = 786 +os.environ["PYTHONHASHSEED"] = str(seed) +## Torch RNG +torch.manual_seed(seed) +torch.cuda.manual_seed(seed) +torch.cuda.manual_seed_all(seed) +## Python RNG +np.random.seed(seed) +random.seed(seed) + +## CuDNN determinsim +torch.backends.cudnn.deterministic = True +torch.backends.cudnn.benchmark = False + + +### TODO: Write data loaders for training, validation, and test sets +## Specify appropriate transforms, and batch_sizes +data_transform = { + "train": transforms.Compose( + [ + transforms.Resize((224, 224)), + transforms.RandomHorizontalFlip(p=0.5), + transforms.RandomVerticalFlip(p=0.5), + transforms.RandomRotation(30), + transforms.ColorJitter(brightness=0, contrast=0.5, saturation=0.5, hue=0.5), + transforms.ToTensor(), + transforms.Normalize([0.2829, 0.2034, 0.1512], [0.2577, 0.1834, 0.1411]), + ] + ), + "valid": transforms.Compose( + [ + transforms.Resize((224, 224)), + transforms.ToTensor(), + transforms.Normalize([0.2829, 0.2034, 0.1512], [0.2577, 0.1834, 0.1411]), + ] + ), +} + + +dir_file = "dataset" +train_dir = os.path.join(dir_file, "train") +valid_dir = os.path.join(dir_file, "dev") + +train_set = datasets.CIFAR100( + root="./data", train=True, download=True, transform=data_transform["train"] +) +valid_set = datasets.CIFAR100( + root="./data", train=False, download=True, transform=data_transform["valid"] +) + +batch_size = 64 +train_loader = torch.utils.data.DataLoader( + train_set, batch_size=batch_size, pin_memory=False, num_workers=0, shuffle=False +) +valid_loader = torch.utils.data.DataLoader( + valid_set, batch_size=1, pin_memory=False, num_workers=0, shuffle=False +) + +data_transfer = {"train": train_loader, "valid": valid_loader} + + +# %% + +model_transfer = EfficientNet.from_pretrained("efficientnet-b0") +n_inputs = model_transfer._fc.in_features + +num_classes = 100 +model_transfer._fc = nn.Linear(n_inputs, num_classes) + +device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu") + +criterion_transfer = nn.CrossEntropyLoss() +optimizer_transfer = optim.Adadelta(model_transfer._fc.parameters(), lr=1) +model_transfer.to(device) + +for name, param in model_transfer.named_parameters(): + if "bn" not in name: + param.requires_grad = False + +for param in model_transfer._fc.parameters(): + param.requires_grad = False + +print(model_transfer._fc.in_features) + + +use_cuda = torch.cuda.is_available() + + +ImageFile.LOAD_TRUNCATED_IMAGES = True + + +def train(n_epochs, loaders, model, optimizer, criterion, use_cuda, save_path): + """returns trained model""" + # initialize tracker for minimum validation loss + annotate_stage("training") + _tc_stats = { # collecting stats for TrainCheck + "granularity": "epoch", + "train_loss": [], + "valid_loss": [], + "valid_acc": [], + } + + valid_loss_min = np.inf + for epoch in tqdm(range(1, n_epochs + 1), desc="Epochs"): + annotate_stage("training") + # initialize variables to monitor training and validation loss + train_loss = 0.0 + valid_loss = 0.0 + correct = 0.0 + total = 0.0 + accuracy = 0.0 + + model.train() + for batch_idx, (data, target) in enumerate( + tqdm(loaders["train"], desc="Training") + ): + # move to GPU + if use_cuda: + data, target = data.to("cuda", non_blocking=True), target.to( + "cuda", non_blocking=True + ) + optimizer.zero_grad() + output = model(data) + loss = criterion(output, target) + loss.backward() + optimizer.step() + train_loss += (1 / (batch_idx + 1)) * (float(loss) - train_loss) + if batch_idx == 10: + break + + ###################### + # validate the model # + ###################### + annotate_stage("testing") + model.eval() + for batch_idx, (data, target) in enumerate( + tqdm(loaders["valid"], desc="Validation") + ): + # move to GPU + if use_cuda: + data, target = data.cuda(), target.cuda() + ## update the average validation loss + output = model(data) + loss = criterion(output, target) + valid_loss += (1 / (batch_idx + 1)) * (float(loss) - valid_loss) + del loss + pred = output.data.max(1, keepdim=True)[1] + correct += np.sum( + np.squeeze(pred.eq(target.data.view_as(pred))).cpu().numpy() + ) + total += data.size(0) + + if batch_idx == 5: + break + + # print training/validation statistics + print( + "Epoch: {} \tTraining Loss: {:.6f} \tValidation Loss: {:.6f}".format( + epoch, train_loss, valid_loss + ) + ) + + accuracy = 100.0 * (correct / total) + print("\nValid Accuracy: %2d%% (%2d/%2d)" % (accuracy, correct, total)) + + _tc_stats["train_loss"].append(train_loss) + _tc_stats["valid_loss"].append(valid_loss) + _tc_stats["valid_acc"].append(accuracy) + + ## TODO: save the model if validation loss has decreased + if valid_loss <= valid_loss_min: + print( + "Validation loss decreased ({:.6f} --> {:.6f}). Saving model ...".format( + valid_loss_min, valid_loss + ) + ) + annotate_stage("checkpointing") + torch.save(model.state_dict(), "case_3_model.pt") + valid_loss_min = valid_loss + + # save the stats + with open("result_stats.json", "w") as f: + json.dump(_tc_stats, f, indent=4) + + return model + + +model_transfer = train( + 2, + data_transfer, + model_transfer, + optimizer_transfer, + criterion_transfer, + use_cuda, + "model_transfer.pt", +) diff --git a/assets/code/mnist.py b/assets/code/mnist.py new file mode 100644 index 00000000..b5a34a5b --- /dev/null +++ b/assets/code/mnist.py @@ -0,0 +1,224 @@ +import argparse + +import torch +import torch.nn as nn +import torch.nn.functional as F +import torch.optim as optim +from torch.optim.lr_scheduler import StepLR +from torchvision import datasets, transforms + +from traincheck import annotate_stage +from traincheck.instrumentor import META_VARS + +META_VARS["step"] = -1 + + +class Net(nn.Module): + def __init__(self): + super(Net, self).__init__() + self.conv1 = nn.Conv2d(1, 32, 3, 1) + self.conv2 = nn.Conv2d(32, 64, 3, 1) + self.dropout1 = nn.Dropout(0.25) + self.dropout2 = nn.Dropout(0.5) + self.fc1 = nn.Linear(9216, 128) + self.fc2 = nn.Linear(128, 10) + + def forward(self, x): + x = self.conv1(x) + x = F.relu(x) + x = self.conv2(x) + x = F.relu(x) + x = F.max_pool2d(x, 2) + x = self.dropout1(x) + x = torch.flatten(x, 1) + x = self.fc1(x) + x = F.relu(x) + x = self.dropout2(x) + x = self.fc2(x) + output = F.log_softmax(x, dim=1) + return output + + +def train(args, model, device, train_loader, optimizer, epoch): + annotate_stage("training") # TRAINCHECK: stage annotation + model.train() + for batch_idx, (data, target) in enumerate(train_loader): + META_VARS["step"] += 1 + data, target = data.to(device), target.to(device) + optimizer.zero_grad() + output = model(data) + loss = F.nll_loss(output, target) + loss.backward() + optimizer.step() + if batch_idx % args.log_interval == 0: + print( + "Train Epoch: {} [{}/{} ({:.0f}%)]\tLoss: {:.6f}".format( + epoch, + batch_idx * len(data), + len(train_loader.dataset), + 100.0 * batch_idx / len(train_loader), + loss.item(), + ) + ) + if args.dry_run: + break + + # TRAINCHECK: break after 100 batches + if batch_idx == 50: + break + + +def test(model, device, test_loader): + annotate_stage("testing") # TRAINCHECK: stage annotation + model.eval() + test_loss = 0 + correct = 0 + with torch.no_grad(): + data_idx = 0 + for data, target in test_loader: + data, target = data.to(device), target.to(device) + output = model(data) + test_loss += F.nll_loss( + output, target, reduction="sum" + ).item() # sum up batch loss + pred = output.argmax( + dim=1, keepdim=True + ) # get the index of the max log-probability + correct += pred.eq(target.view_as(pred)).sum().item() + + data_idx += 1 + # TRAINCHECK: break after 10 batches + if data_idx == 10: + break + + test_loss /= len(test_loader.dataset) + + print( + "\nTest set: Average loss: {:.4f}, Accuracy: {}/{} ({:.0f}%)\n".format( + test_loss, + correct, + len(test_loader.dataset), + 100.0 * correct / len(test_loader.dataset), + ) + ) + + +def main(): + # Training settings + parser = argparse.ArgumentParser(description="PyTorch MNIST Example") + parser.add_argument( + "--batch-size", + type=int, + default=64, + metavar="N", + help="input batch size for training (default: 64)", + ) + parser.add_argument( + "--test-batch-size", + type=int, + default=1000, + metavar="N", + help="input batch size for testing (default: 1000)", + ) + parser.add_argument( + "--epochs", + type=int, + default=2, + metavar="N", + help="number of epochs to train (default: 14)", + ) + parser.add_argument( + "--lr", + type=float, + default=1.0, + metavar="LR", + help="learning rate (default: 1.0)", + ) + parser.add_argument( + "--gamma", + type=float, + default=0.7, + metavar="M", + help="Learning rate step gamma (default: 0.7)", + ) + parser.add_argument( + "--no-cuda", action="store_true", default=False, help="disables CUDA training" + ) + parser.add_argument( + "--no-mps", + action="store_true", + default=False, + help="disables macOS GPU training", + ) + parser.add_argument( + "--dry-run", + action="store_true", + default=False, + help="quickly check a single pass", + ) + parser.add_argument( + "--seed", type=int, default=1, metavar="S", help="random seed (default: 1)" + ) + parser.add_argument( + "--log-interval", + type=int, + default=10, + metavar="N", + help="how many batches to wait before logging training status", + ) + parser.add_argument( + "--save-model", + action="store_true", + default=False, + help="For Saving the current Model", + ) + args = parser.parse_args() + + annotate_stage("init") # TRAINCHECK: stage annotation + use_cuda = not args.no_cuda and torch.cuda.is_available() + use_mps = not args.no_mps and torch.backends.mps.is_available() + + torch.manual_seed(args.seed) + + if use_cuda: + device = torch.device("cuda") + elif use_mps: + device = torch.device("mps") + else: + device = torch.device("cpu") + + train_kwargs = {"batch_size": args.batch_size} + test_kwargs = {"batch_size": args.test_batch_size} + if use_cuda: + cuda_kwargs = {"num_workers": 2, "pin_memory": True, "shuffle": True} + # TRAINCHECK: set num_workers to 0 to avoid dataloader related invariants + # cuda_kwargs = {'num_workers': 0, 'pin_memory': True, 'shuffle': True} + train_kwargs.update(cuda_kwargs) + test_kwargs.update(cuda_kwargs) + + transform = transforms.Compose( + [transforms.ToTensor(), transforms.Normalize((0.1307,), (0.3081,))] + ) + dataset1 = datasets.MNIST("../data", train=True, download=True, transform=transform) + dataset2 = datasets.MNIST("../data", train=False, transform=transform) + train_loader = torch.utils.data.DataLoader(dataset1, **train_kwargs) + test_loader = torch.utils.data.DataLoader(dataset2, **test_kwargs) + + model = Net().to(device) + optimizer = optim.Adadelta(model.parameters(), lr=args.lr) + + scheduler = StepLR(optimizer, step_size=1, gamma=args.gamma) + for epoch in range(1, args.epochs + 1): + train(args, model, device, train_loader, optimizer, epoch) + test(model, device, test_loader) + + annotate_stage("training") # TRAINCHECK: stage annotation + scheduler.step() + + if args.save_model: + annotate_stage("checkpointing") # TRAINCHECK: stage annotation + torch.save(model.state_dict(), "mnist_cnn.pt") + + +if __name__ == "__main__": + main() diff --git a/assets/csv/overhead_e2e.csv b/assets/csv/overhead_e2e.csv new file mode 100644 index 00000000..e3c2b377 --- /dev/null +++ b/assets/csv/overhead_e2e.csv @@ -0,0 +1,31 @@ +task,method,overhead,std +ac_bert,monkey-patch,147.41103642046463,15.165806846673354 +ac_bert,selective,1.0768219248336548,0.14609391018703652 +ac_bert,systrace,3237.54142676734,969.7245508748853 +dcgan,monkey-patch,17.138947095534718,6.074520843751768 +dcgan,selective,0.9864613922985829,0.035356467694410275 +dcgan,systrace,159.4088155600056,117.43379307545399 +gat,monkey-patch,2.3210230802961767,0.06213464175207522 +gat,selective,0.992379074704468,0.003803039978898286 +gat,systrace,7.057757262796564,0.3432182810518945 +gcn,monkey-patch,31.196700207038084,4.920551881374142 +gcn,selective,1.1249953115819402,0.13736245740583347 +gcn,systrace,93.10126323861523,15.132252159645143 +mnist,monkey-patch,118.25879922323169,20.280146593815587 +mnist,selective,1.2207954424972018,0.46374507569021367 +mnist,systrace,988.4789905543283,190.91771139704525 +resnet18,monkey-patch,5.258430452802299,1.2492710506182472 +resnet18,selective,1.0022463567444486,0.14350662370578726 +resnet18,systrace,52.284118045036855,21.845472788168667 +siamese,monkey-patch,94.57075724356416,45.60993643508251 +siamese,selective,1.018557093631512,0.20145297199585574 +siamese,systrace,1123.61333004175,463.6454630431648 +tf_img_cls,monkey-patch,129.84055616143945,36.70867406789818 +tf_img_cls,selective,1.1388481954222163,0.28172384845380505 +tf_img_cls,systrace,1714.5663196204034,1167.7466917552517 +tf_sum,monkey-patch,5.567974677210761,0.46591331050876145 +tf_sum,selective,1.006687730339623,0.10469923051772653 +tf_sum,systrace,131.05145799791185,21.21556653706979 +vae,monkey-patch,51.121429912145814,26.495551588969644 +vae,selective,1.361741389144723,0.2521391435429151 +vae,systrace,476.51589757051534,248.9810875585524 diff --git a/assets/examples/traincheck-collect/gpt2-pretrain-config/config.yml b/assets/examples/traincheck-collect/gpt2-pretrain-config/config.yml new file mode 100644 index 00000000..a014282d --- /dev/null +++ b/assets/examples/traincheck-collect/gpt2-pretrain-config/config.yml @@ -0,0 +1,10 @@ +modules_to_instr: +- torch +- transformers +- accelerate +pyscript: run_clm_no_trainer.py +shscript: run.sh +copy_all_files: true +models_to_track: +- model +model_tracker_style: proxy # [Optional] "proxy" (default), "subclass", or "sampler". diff --git a/assets/examples/traincheck-collect/gpt2-pretrain-config/index.html b/assets/examples/traincheck-collect/gpt2-pretrain-config/index.html new file mode 100644 index 00000000..dbdf91f1 --- /dev/null +++ b/assets/examples/traincheck-collect/gpt2-pretrain-config/index.html @@ -0,0 +1,693 @@ + + + + + + + + + + + + + + + + + + + + + + + + Index - TrainCheck + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Index

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Language model pretraining script from the official examples of the transformers library. +Trains GPT-2 on

+

Modifications: +1. 10 steps per training/testing epoch. +2. stage annotations +3. skip instrumentation for the tokenization step

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+ + + + + + + + + + + + + \ No newline at end of file diff --git a/assets/examples/traincheck-collect/gpt2-pretrain-config/run.sh b/assets/examples/traincheck-collect/gpt2-pretrain-config/run.sh new file mode 100644 index 00000000..de707967 --- /dev/null +++ b/assets/examples/traincheck-collect/gpt2-pretrain-config/run.sh @@ -0,0 +1,8 @@ +python run_clm_no_trainer.py \ + --dataset_name wikitext \ + --dataset_config_name wikitext-2-raw-v1 \ + --model_name_or_path distilbert/distilgpt2 \ + --output_dir /tmp/test-clm \ + --per_device_train_batch_size 2 \ + --per_device_eval_batch_size 2 \ + --num_train_epochs 1 \ diff --git a/assets/examples/traincheck-collect/gpt2-pretrain-config/run_clm_no_trainer.py b/assets/examples/traincheck-collect/gpt2-pretrain-config/run_clm_no_trainer.py new file mode 100644 index 00000000..9ecd841d --- /dev/null +++ b/assets/examples/traincheck-collect/gpt2-pretrain-config/run_clm_no_trainer.py @@ -0,0 +1,855 @@ +#!/usr/bin/env python +# coding=utf-8 +# Copyright 2021 The HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +""" +Fine-tuning the library models for causal language modeling (GPT, GPT-2, CTRL, ...) +on a text file or a dataset without using HuggingFace Trainer. + +Here is the full list of checkpoints on the hub that can be fine-tuned by this script: +https://huggingface.co/models?filter=text-generation +""" +# You can also adapt this script on your own causal language modeling task. Pointers for this are left as comments. + +import argparse +import json +import logging +import math +import os +import random +from itertools import chain +from pathlib import Path + +import datasets +import torch +import transformers +from accelerate import Accelerator +from accelerate.logging import get_logger +from accelerate.utils import set_seed +from datasets import load_dataset +from huggingface_hub import HfApi +from torch.utils.data import DataLoader +from tqdm.auto import tqdm +from transformers import ( + CONFIG_MAPPING, + MODEL_MAPPING, + AutoConfig, + AutoModelForCausalLM, + AutoTokenizer, + SchedulerType, + default_data_collator, + get_scheduler, +) +from transformers.utils import check_min_version, send_example_telemetry +from transformers.utils.versions import require_version + +import traincheck.instrumentor.tracer as md_tracer +from traincheck import annotate_stage + +annotate_stage("init") + +# Will error if the minimal version of Transformers is not installed. Remove at your own risks. +check_min_version("4.45.0") + +logger = get_logger(__name__) + +require_version( + "datasets>=2.14.0", + "To fix: pip install -r examples/pytorch/language-modeling/requirements.txt", +) + +MODEL_CONFIG_CLASSES = list(MODEL_MAPPING.keys()) +MODEL_TYPES = tuple(conf.model_type for conf in MODEL_CONFIG_CLASSES) + + +def parse_args(): + parser = argparse.ArgumentParser( + description="Finetune a transformers model on a causal language modeling task" + ) + parser.add_argument( + "--dataset_name", + type=str, + default=None, + help="The name of the dataset to use (via the datasets library).", + ) + parser.add_argument( + "--dataset_config_name", + type=str, + default=None, + help="The configuration name of the dataset to use (via the datasets library).", + ) + parser.add_argument( + "--train_file", + type=str, + default=None, + help="A csv, txt or a json file containing the training data.", + ) + parser.add_argument( + "--validation_file", + type=str, + default=None, + help="A csv, txt or a json file containing the validation data.", + ) + parser.add_argument( + "--validation_split_percentage", + default=5, + help="The percentage of the train set used as validation set in case there's no validation split", + ) + parser.add_argument( + "--model_name_or_path", + type=str, + help="Path to pretrained model or model identifier from huggingface.co/models.", + required=False, + ) + parser.add_argument( + "--config_name", + type=str, + default=None, + help="Pretrained config name or path if not the same as model_name", + ) + parser.add_argument( + "--tokenizer_name", + type=str, + default=None, + help="Pretrained tokenizer name or path if not the same as model_name", + ) + parser.add_argument( + "--use_slow_tokenizer", + action="store_true", + help="If passed, will use a slow tokenizer (not backed by the 🤗 Tokenizers library).", + ) + parser.add_argument( + "--per_device_train_batch_size", + type=int, + default=8, + help="Batch size (per device) for the training dataloader.", + ) + parser.add_argument( + "--per_device_eval_batch_size", + type=int, + default=8, + help="Batch size (per device) for the evaluation dataloader.", + ) + parser.add_argument( + "--learning_rate", + type=float, + default=5e-5, + help="Initial learning rate (after the potential warmup period) to use.", + ) + parser.add_argument( + "--weight_decay", type=float, default=0.0, help="Weight decay to use." + ) + parser.add_argument( + "--num_train_epochs", + type=int, + default=3, + help="Total number of training epochs to perform.", + ) + parser.add_argument( + "--max_train_steps", + type=int, + default=None, + help="Total number of training steps to perform. If provided, overrides num_train_epochs.", + ) + parser.add_argument( + "--gradient_accumulation_steps", + type=int, + default=1, + help="Number of updates steps to accumulate before performing a backward/update pass.", + ) + parser.add_argument( + "--lr_scheduler_type", + type=SchedulerType, + default="linear", + help="The scheduler type to use.", + choices=[ + "linear", + "cosine", + "cosine_with_restarts", + "polynomial", + "constant", + "constant_with_warmup", + ], + ) + parser.add_argument( + "--num_warmup_steps", + type=int, + default=0, + help="Number of steps for the warmup in the lr scheduler.", + ) + parser.add_argument( + "--output_dir", type=str, default=None, help="Where to store the final model." + ) + parser.add_argument( + "--seed", type=int, default=None, help="A seed for reproducible training." + ) + parser.add_argument( + "--model_type", + type=str, + default=None, + help="Model type to use if training from scratch.", + choices=MODEL_TYPES, + ) + parser.add_argument( + "--block_size", + type=int, + default=None, + help=( + "Optional input sequence length after tokenization. The training dataset will be truncated in block of" + " this size for training. Default to the model max input length for single sentence inputs (take into" + " account special tokens)." + ), + ) + parser.add_argument( + "--preprocessing_num_workers", + type=int, + default=None, + help="The number of processes to use for the preprocessing.", + ) + parser.add_argument( + "--overwrite_cache", + action="store_true", + help="Overwrite the cached training and evaluation sets", + ) + parser.add_argument( + "--no_keep_linebreaks", + action="store_true", + help="Do not keep line breaks when using TXT files.", + ) + parser.add_argument( + "--push_to_hub", + action="store_true", + help="Whether or not to push the model to the Hub.", + ) + parser.add_argument( + "--hub_model_id", + type=str, + help="The name of the repository to keep in sync with the local `output_dir`.", + ) + parser.add_argument( + "--hub_token", type=str, help="The token to use to push to the Model Hub." + ) + parser.add_argument( + "--trust_remote_code", + action="store_true", + help=( + "Whether to trust the execution of code from datasets/models defined on the Hub." + " This option should only be set to `True` for repositories you trust and in which you have read the" + " code, as it will execute code present on the Hub on your local machine." + ), + ) + parser.add_argument( + "--checkpointing_steps", + type=str, + default=None, + help="Whether the various states should be saved at the end of every n steps, or 'epoch' for each epoch.", + ) + parser.add_argument( + "--resume_from_checkpoint", + type=str, + default=None, + help="If the training should continue from a checkpoint folder.", + ) + parser.add_argument( + "--with_tracking", + action="store_true", + help="Whether to enable experiment trackers for logging.", + ) + parser.add_argument( + "--report_to", + type=str, + default="all", + help=( + 'The integration to report the results and logs to. Supported platforms are `"tensorboard"`,' + ' `"wandb"`, `"comet_ml"` and `"clearml"`. Use `"all"` (default) to report to all integrations. ' + "Only applicable when `--with_tracking` is passed." + ), + ) + parser.add_argument( + "--low_cpu_mem_usage", + action="store_true", + help=( + "It is an option to create the model as an empty shell, then only materialize its parameters when the pretrained weights are loaded. " + "If passed, LLM loading time and RAM consumption will be benefited." + ), + ) + args = parser.parse_args() + + # Sanity checks + if ( + args.dataset_name is None + and args.train_file is None + and args.validation_file is None + ): + raise ValueError("Need either a dataset name or a training/validation file.") + else: + if args.train_file is not None: + extension = args.train_file.split(".")[-1] + if extension not in ["csv", "json", "txt"]: + raise ValueError("`train_file` should be a csv, json or txt file.") + if args.validation_file is not None: + extension = args.validation_file.split(".")[-1] + if extension not in ["csv", "json", "txt"]: + raise ValueError("`validation_file` should be a csv, json or txt file.") + + if args.push_to_hub: + if args.output_dir is None: + raise ValueError( + "Need an `output_dir` to create a repo when `--push_to_hub` is passed." + ) + + return args + + +def main(): + args = parse_args() + + # Sending telemetry. Tracking the example usage helps us better allocate resources to maintain them. The + # information sent is the one passed as arguments along with your Python/PyTorch versions. + send_example_telemetry("run_clm_no_trainer", args) + + # Initialize the accelerator. We will let the accelerator handle device placement for us in this example. + # If we're using tracking, we also need to initialize it here and it will by default pick up all supported trackers + # in the environment + accelerator_log_kwargs = {} + + if args.with_tracking: + accelerator_log_kwargs["log_with"] = args.report_to + accelerator_log_kwargs["project_dir"] = args.output_dir + + accelerator = Accelerator( + gradient_accumulation_steps=args.gradient_accumulation_steps, + **accelerator_log_kwargs, + ) + + # Make one log on every process with the configuration for debugging. + logging.basicConfig( + format="%(asctime)s - %(levelname)s - %(name)s - %(message)s", + datefmt="%m/%d/%Y %H:%M:%S", + level=logging.INFO, + ) + logger.info(accelerator.state, main_process_only=False) + if accelerator.is_local_main_process: + datasets.utils.logging.set_verbosity_warning() + transformers.utils.logging.set_verbosity_info() + else: + datasets.utils.logging.set_verbosity_error() + transformers.utils.logging.set_verbosity_error() + + # If passed along, set the training seed now. + if args.seed is not None: + set_seed(args.seed) + + # Handle the repository creation + if accelerator.is_main_process: + if args.push_to_hub: + # Retrieve of infer repo_name + repo_name = args.hub_model_id + if repo_name is None: + repo_name = Path(args.output_dir).absolute().name + # Create repo and retrieve repo_id + api = HfApi() + repo_id = api.create_repo( + repo_name, exist_ok=True, token=args.hub_token + ).repo_id + + with open(os.path.join(args.output_dir, ".gitignore"), "w+") as gitignore: + if "step_*" not in gitignore: + gitignore.write("step_*\n") + if "epoch_*" not in gitignore: + gitignore.write("epoch_*\n") + elif args.output_dir is not None: + os.makedirs(args.output_dir, exist_ok=True) + accelerator.wait_for_everyone() + + # Get the datasets: you can either provide your own CSV/JSON/TXT training and evaluation files (see below) + # or just provide the name of one of the public datasets available on the hub at https://huggingface.co/datasets/ + # (the dataset will be downloaded automatically from the datasets Hub). + # + # For CSV/JSON files, this script will use the column called 'text' or the first column if no column called + # 'text' is found. You can easily tweak this behavior (see below). + # + # In distributed training, the load_dataset function guarantee that only one local process can concurrently + # download the dataset. + if args.dataset_name is not None: + # Downloading and loading a dataset from the hub. + raw_datasets = load_dataset( + args.dataset_name, + args.dataset_config_name, + trust_remote_code=args.trust_remote_code, + ) + if "validation" not in raw_datasets.keys(): + raw_datasets["validation"] = load_dataset( + args.dataset_name, + args.dataset_config_name, + split=f"train[:{args.validation_split_percentage}%]", + trust_remote_code=args.trust_remote_code, + ) + raw_datasets["train"] = load_dataset( + args.dataset_name, + args.dataset_config_name, + split=f"train[{args.validation_split_percentage}%:]", + trust_remote_code=args.trust_remote_code, + ) + else: + data_files = {} + dataset_args = {} + if args.train_file is not None: + data_files["train"] = args.train_file + extension = args.train_file.split(".")[-1] + if args.validation_file is not None: + data_files["validation"] = args.validation_file + extension = args.validation_file.split(".")[-1] + if extension == "txt": + extension = "text" + dataset_args["keep_linebreaks"] = not args.no_keep_linebreaks + raw_datasets = load_dataset(extension, data_files=data_files, **dataset_args) + # If no validation data is there, validation_split_percentage will be used to divide the dataset. + if "validation" not in raw_datasets.keys(): + raw_datasets["validation"] = load_dataset( + extension, + data_files=data_files, + split=f"train[:{args.validation_split_percentage}%]", + **dataset_args, + ) + raw_datasets["train"] = load_dataset( + extension, + data_files=data_files, + split=f"train[{args.validation_split_percentage}%:]", + **dataset_args, + ) + + # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at + # https://huggingface.co/docs/datasets/loading_datasets. + + # Load pretrained model and tokenizer + # + # In distributed training, the .from_pretrained methods guarantee that only one local process can concurrently + # download model & vocab. + if args.config_name: + config = AutoConfig.from_pretrained( + args.config_name, + trust_remote_code=args.trust_remote_code, + ) + elif args.model_name_or_path: + config = AutoConfig.from_pretrained( + args.model_name_or_path, + trust_remote_code=args.trust_remote_code, + ) + else: + config = CONFIG_MAPPING[args.model_type]() + logger.warning("You are instantiating a new config instance from scratch.") + + if args.tokenizer_name: + tokenizer = AutoTokenizer.from_pretrained( + args.tokenizer_name, + use_fast=not args.use_slow_tokenizer, + trust_remote_code=args.trust_remote_code, + ) + elif args.model_name_or_path: + tokenizer = AutoTokenizer.from_pretrained( + args.model_name_or_path, + use_fast=not args.use_slow_tokenizer, + trust_remote_code=args.trust_remote_code, + ) + else: + raise ValueError( + "You are instantiating a new tokenizer from scratch. This is not supported by this script. " + "You can do it from another script, save it, and load it from here, using --tokenizer_name." + ) + + if args.model_name_or_path: + model = AutoModelForCausalLM.from_pretrained( + args.model_name_or_path, + from_tf=bool(".ckpt" in args.model_name_or_path), + config=config, + low_cpu_mem_usage=args.low_cpu_mem_usage, + trust_remote_code=args.trust_remote_code, + ) + else: + logger.info("Training new model from scratch") + model = AutoModelForCausalLM.from_config( + config, trust_remote_code=args.trust_remote_code + ) + + # We resize the embeddings only when necessary to avoid index errors. If you are creating a model from scratch + # on a small vocab and want a smaller embedding size, remove this test. + embedding_size = model.get_input_embeddings().weight.shape[0] + if len(tokenizer) > embedding_size: + model.resize_token_embeddings(len(tokenizer)) + + # Preprocessing the datasets. + # First we tokenize all the texts. + column_names = raw_datasets["train"].column_names + text_column_name = "text" if "text" in column_names else column_names[0] + + def tokenize_function(examples): + return tokenizer(examples[text_column_name]) + + md_tracer.DISABLE_WRAPPER = True + with accelerator.main_process_first(): + tokenized_datasets = raw_datasets.map( + tokenize_function, + batched=True, + num_proc=args.preprocessing_num_workers, + remove_columns=column_names, + load_from_cache_file=not args.overwrite_cache, + desc="Running tokenizer on dataset", + ) + md_tracer.DISABLE_WRAPPER = False + + if args.block_size is None: + block_size = tokenizer.model_max_length + if block_size > config.max_position_embeddings: + logger.warning( + f"The tokenizer picked seems to have a very large `model_max_length` ({tokenizer.model_max_length}). " + f"Using block_size={min(1024, config.max_position_embeddings)} instead. You can change that default value by passing --block_size xxx." + ) + block_size = min(1024, config.max_position_embeddings) + else: + if args.block_size > tokenizer.model_max_length: + logger.warning( + f"The block_size passed ({args.block_size}) is larger than the maximum length for the model " + f"({tokenizer.model_max_length}). Using block_size={tokenizer.model_max_length}." + ) + block_size = min(args.block_size, tokenizer.model_max_length) + + # Main data processing function that will concatenate all texts from our dataset and generate chunks of block_size. + def group_texts(examples): + # Concatenate all texts. + concatenated_examples = {k: list(chain(*examples[k])) for k in examples.keys()} + total_length = len(concatenated_examples[list(examples.keys())[0]]) + # We drop the small remainder, and if the total_length < block_size we exclude this batch and return an empty dict. + # We could add padding if the model supported it instead of this drop, you can customize this part to your needs. + total_length = (total_length // block_size) * block_size + # Split by chunks of max_len. + result = { + k: [t[i : i + block_size] for i in range(0, total_length, block_size)] + for k, t in concatenated_examples.items() + } + result["labels"] = result["input_ids"].copy() + return result + + # Note that with `batched=True`, this map processes 1,000 texts together, so group_texts throws away a remainder + # for each of those groups of 1,000 texts. You can adjust that batch_size here but a higher value might be slower + # to preprocess. + # + # To speed up this part, we use multiprocessing. See the documentation of the map method for more information: + # https://huggingface.co/docs/datasets/process#map + + with accelerator.main_process_first(): + lm_datasets = tokenized_datasets.map( + group_texts, + batched=True, + num_proc=args.preprocessing_num_workers, + load_from_cache_file=not args.overwrite_cache, + desc=f"Grouping texts in chunks of {block_size}", + ) + + train_dataset = lm_datasets["train"] + eval_dataset = lm_datasets["validation"] + + # Log a few random samples from the training set: + for index in random.sample(range(len(train_dataset)), 3): + logger.info(f"Sample {index} of the training set: {train_dataset[index]}.") + + # DataLoaders creation: + train_dataloader = DataLoader( + train_dataset, + shuffle=True, + collate_fn=default_data_collator, + batch_size=args.per_device_train_batch_size, + ) + eval_dataloader = DataLoader( + eval_dataset, + collate_fn=default_data_collator, + batch_size=args.per_device_eval_batch_size, + ) + + # Optimizer + # Split weights in two groups, one with weight decay and the other not. + no_decay = ["bias", "layer_norm.weight"] + optimizer_grouped_parameters = [ + { + "params": [ + p + for n, p in model.named_parameters() + if not any(nd in n for nd in no_decay) + ], + "weight_decay": args.weight_decay, + }, + { + "params": [ + p + for n, p in model.named_parameters() + if any(nd in n for nd in no_decay) + ], + "weight_decay": 0.0, + }, + ] + optimizer = torch.optim.AdamW(optimizer_grouped_parameters, lr=args.learning_rate) + + # Scheduler and math around the number of training steps. + overrode_max_train_steps = False + num_update_steps_per_epoch = math.ceil( + len(train_dataloader) / args.gradient_accumulation_steps + ) + if args.max_train_steps is None: + args.max_train_steps = args.num_train_epochs * num_update_steps_per_epoch + overrode_max_train_steps = True + + lr_scheduler = get_scheduler( + name=args.lr_scheduler_type, + optimizer=optimizer, + num_warmup_steps=args.num_warmup_steps * accelerator.num_processes, + num_training_steps=( + args.max_train_steps + if overrode_max_train_steps + else args.max_train_steps * accelerator.num_processes + ), + ) + + # Prepare everything with our `accelerator`. + model, optimizer, train_dataloader, eval_dataloader, lr_scheduler = ( + accelerator.prepare( + model, optimizer, train_dataloader, eval_dataloader, lr_scheduler + ) + ) + + # # On TPU, the tie weights in our model have been disconnected, so we need to restore the ties. + # if accelerator.distributed_type == DistributedType.TPU: + # model.tie_weights() + + # We need to recalculate our total training steps as the size of the training dataloader may have changed. + num_update_steps_per_epoch = math.ceil( + len(train_dataloader) / args.gradient_accumulation_steps + ) + if overrode_max_train_steps: + args.max_train_steps = args.num_train_epochs * num_update_steps_per_epoch + # Afterwards we recalculate our number of training epochs + args.num_train_epochs = math.ceil(args.max_train_steps / num_update_steps_per_epoch) + + # Figure out how many steps we should save the Accelerator states + checkpointing_steps = args.checkpointing_steps + if checkpointing_steps is not None and checkpointing_steps.isdigit(): + checkpointing_steps = int(checkpointing_steps) + + # We need to initialize the trackers we use, and also store our configuration. + # The trackers initializes automatically on the main process. + if args.with_tracking: + experiment_config = vars(args) + # TensorBoard cannot log Enums, need the raw value + experiment_config["lr_scheduler_type"] = experiment_config[ + "lr_scheduler_type" + ].value + accelerator.init_trackers("clm_no_trainer", experiment_config) + + # Train! + total_batch_size = ( + args.per_device_train_batch_size + * accelerator.num_processes + * args.gradient_accumulation_steps + ) + + logger.info("***** Running training *****") + logger.info(f" Num examples = {len(train_dataset)}") + logger.info(f" Num Epochs = {args.num_train_epochs}") + logger.info( + f" Instantaneous batch size per device = {args.per_device_train_batch_size}" + ) + logger.info( + f" Total train batch size (w. parallel, distributed & accumulation) = {total_batch_size}" + ) + logger.info(f" Gradient Accumulation steps = {args.gradient_accumulation_steps}") + logger.info(f" Total optimization steps = {args.max_train_steps}") + # Only show the progress bar once on each machine. + progress_bar = tqdm( + range(args.max_train_steps), disable=not accelerator.is_local_main_process + ) + completed_steps = 0 + starting_epoch = 0 + + # Potentially load in the weights and states from a previous save + if args.resume_from_checkpoint: + if args.resume_from_checkpoint is not None or args.resume_from_checkpoint != "": + checkpoint_path = args.resume_from_checkpoint + path = os.path.basename(args.resume_from_checkpoint) + else: + # Get the most recent checkpoint + dirs = [f.name for f in os.scandir(os.getcwd()) if f.is_dir()] + dirs.sort(key=os.path.getctime) + path = dirs[ + -1 + ] # Sorts folders by date modified, most recent checkpoint is the last + checkpoint_path = path + path = os.path.basename(checkpoint_path) + + accelerator.print(f"Resumed from checkpoint: {checkpoint_path}") + accelerator.load_state(checkpoint_path) + # Extract `epoch_{i}` or `step_{i}` + training_difference = os.path.splitext(path)[0] + + if "epoch" in training_difference: + starting_epoch = int(training_difference.replace("epoch_", "")) + 1 + resume_step = None + completed_steps = starting_epoch * num_update_steps_per_epoch + else: + # need to multiply `gradient_accumulation_steps` to reflect real steps + resume_step = ( + int(training_difference.replace("step_", "")) + * args.gradient_accumulation_steps + ) + starting_epoch = resume_step // len(train_dataloader) + completed_steps = resume_step // args.gradient_accumulation_steps + resume_step -= starting_epoch * len(train_dataloader) + + # update the progress_bar if load from checkpoint + progress_bar.update(completed_steps) + + for epoch in range(starting_epoch, args.num_train_epochs): + annotate_stage("training") + model.train() + if args.with_tracking: + total_loss = 0 + if ( + args.resume_from_checkpoint + and epoch == starting_epoch + and resume_step is not None + ): + # We skip the first `n` batches in the dataloader when resuming from a checkpoint + active_dataloader = accelerator.skip_first_batches( + train_dataloader, resume_step + ) + else: + active_dataloader = train_dataloader + for step, batch in enumerate(active_dataloader): + with accelerator.accumulate(model): + outputs = model(**batch) + loss = outputs.loss + # We keep track of the loss at each epoch + if args.with_tracking: + total_loss += loss.detach().float() + accelerator.backward(loss) + optimizer.step() + lr_scheduler.step() + optimizer.zero_grad() + + # Checks if the accelerator has performed an optimization step behind the scenes + if accelerator.sync_gradients: + progress_bar.update(1) + completed_steps += 1 + + if isinstance(checkpointing_steps, int): + if ( + completed_steps % checkpointing_steps == 0 + and accelerator.sync_gradients + ): + output_dir = f"step_{completed_steps}" + if args.output_dir is not None: + output_dir = os.path.join(args.output_dir, output_dir) + accelerator.save_state(output_dir) + if completed_steps >= args.max_train_steps: + break + if step == 10: + break + + annotate_stage("testing") + model.eval() + losses = [] + for step, batch in enumerate(eval_dataloader): + with torch.no_grad(): + outputs = model(**batch) + + loss = outputs.loss + losses.append( + accelerator.gather_for_metrics( + loss.repeat(args.per_device_eval_batch_size) + ) + ) + if step == 10: + break + + losses = torch.cat(losses) + try: + eval_loss = torch.mean(losses) + perplexity = math.exp(eval_loss) + except OverflowError: + perplexity = float("inf") + + logger.info(f"epoch {epoch}: perplexity: {perplexity} eval_loss: {eval_loss}") + + if args.with_tracking: + accelerator.log( + { + "perplexity": perplexity, + "eval_loss": eval_loss, + "train_loss": total_loss.item() / len(train_dataloader), + "epoch": epoch, + "step": completed_steps, + }, + step=completed_steps, + ) + + annotate_stage("checkpointing") + if args.push_to_hub and epoch < args.num_train_epochs - 1: + accelerator.wait_for_everyone() + unwrapped_model = accelerator.unwrap_model(model) + unwrapped_model.save_pretrained( + args.output_dir, + is_main_process=accelerator.is_main_process, + save_function=accelerator.save, + ) + if accelerator.is_main_process: + tokenizer.save_pretrained(args.output_dir) + api.upload_folder( + commit_message=f"Training in progress epoch {epoch}", + folder_path=args.output_dir, + repo_id=repo_id, + repo_type="model", + token=args.hub_token, + ) + + if args.checkpointing_steps == "epoch": + output_dir = f"epoch_{epoch}" + if args.output_dir is not None: + output_dir = os.path.join(args.output_dir, output_dir) + accelerator.save_state(output_dir) + + if args.with_tracking: + accelerator.end_training() + + if args.output_dir is not None: + accelerator.wait_for_everyone() + unwrapped_model = accelerator.unwrap_model(model) + unwrapped_model.save_pretrained( + args.output_dir, + is_main_process=accelerator.is_main_process, + save_function=accelerator.save, + ) + if accelerator.is_main_process: + tokenizer.save_pretrained(args.output_dir) + if args.push_to_hub: + api.upload_folder( + commit_message="End of training", + folder_path=args.output_dir, + repo_id=repo_id, + repo_type="model", + token=args.hub_token, + ) + with open(os.path.join(args.output_dir, "all_results.json"), "w") as f: + json.dump({"perplexity": perplexity}, f) + + +if __name__ == "__main__": + main() diff --git a/assets/examples/traincheck-collect/mnist-config/config.yml b/assets/examples/traincheck-collect/mnist-config/config.yml new file mode 100644 index 00000000..4aa57483 --- /dev/null +++ b/assets/examples/traincheck-collect/mnist-config/config.yml @@ -0,0 +1,10 @@ +modules_to_instr: # Libraries to instrument. Defaults to ['torch'] if not specified. + - torch +pyscript: mnist.py # The Python entry point of your training program. +shscript: run.sh # [Optional] Shell script to launch the program with custom arguments or environment setup. +models_to_track: # [Optional] List of variable names for models you want to track. If omitted, model tracking is disabled. + - model +model_tracker_style: proxy # [Optional] Method for model tracking. Choose between "proxy" (default), "subclass", or "sampler". +copy_all_files: false # [Optional] Set to true if your code uses relative paths (e.g., loading local datasets or configs). + # This ensures TrainCheck copies the entire working directory before execution. + # Note: TrainCheck automatically handles PYTHONPATH. Default is false. diff --git a/assets/examples/traincheck-collect/mnist-config/mnist.py b/assets/examples/traincheck-collect/mnist-config/mnist.py new file mode 100644 index 00000000..b5a34a5b --- /dev/null +++ b/assets/examples/traincheck-collect/mnist-config/mnist.py @@ -0,0 +1,224 @@ +import argparse + +import torch +import torch.nn as nn +import torch.nn.functional as F +import torch.optim as optim +from torch.optim.lr_scheduler import StepLR +from torchvision import datasets, transforms + +from traincheck import annotate_stage +from traincheck.instrumentor import META_VARS + +META_VARS["step"] = -1 + + +class Net(nn.Module): + def __init__(self): + super(Net, self).__init__() + self.conv1 = nn.Conv2d(1, 32, 3, 1) + self.conv2 = nn.Conv2d(32, 64, 3, 1) + self.dropout1 = nn.Dropout(0.25) + self.dropout2 = nn.Dropout(0.5) + self.fc1 = nn.Linear(9216, 128) + self.fc2 = nn.Linear(128, 10) + + def forward(self, x): + x = self.conv1(x) + x = F.relu(x) + x = self.conv2(x) + x = F.relu(x) + x = F.max_pool2d(x, 2) + x = self.dropout1(x) + x = torch.flatten(x, 1) + x = self.fc1(x) + x = F.relu(x) + x = self.dropout2(x) + x = self.fc2(x) + output = F.log_softmax(x, dim=1) + return output + + +def train(args, model, device, train_loader, optimizer, epoch): + annotate_stage("training") # TRAINCHECK: stage annotation + model.train() + for batch_idx, (data, target) in enumerate(train_loader): + META_VARS["step"] += 1 + data, target = data.to(device), target.to(device) + optimizer.zero_grad() + output = model(data) + loss = F.nll_loss(output, target) + loss.backward() + optimizer.step() + if batch_idx % args.log_interval == 0: + print( + "Train Epoch: {} [{}/{} ({:.0f}%)]\tLoss: {:.6f}".format( + epoch, + batch_idx * len(data), + len(train_loader.dataset), + 100.0 * batch_idx / len(train_loader), + loss.item(), + ) + ) + if args.dry_run: + break + + # TRAINCHECK: break after 100 batches + if batch_idx == 50: + break + + +def test(model, device, test_loader): + annotate_stage("testing") # TRAINCHECK: stage annotation + model.eval() + test_loss = 0 + correct = 0 + with torch.no_grad(): + data_idx = 0 + for data, target in test_loader: + data, target = data.to(device), target.to(device) + output = model(data) + test_loss += F.nll_loss( + output, target, reduction="sum" + ).item() # sum up batch loss + pred = output.argmax( + dim=1, keepdim=True + ) # get the index of the max log-probability + correct += pred.eq(target.view_as(pred)).sum().item() + + data_idx += 1 + # TRAINCHECK: break after 10 batches + if data_idx == 10: + break + + test_loss /= len(test_loader.dataset) + + print( + "\nTest set: Average loss: {:.4f}, Accuracy: {}/{} ({:.0f}%)\n".format( + test_loss, + correct, + len(test_loader.dataset), + 100.0 * correct / len(test_loader.dataset), + ) + ) + + +def main(): + # Training settings + parser = argparse.ArgumentParser(description="PyTorch MNIST Example") + parser.add_argument( + "--batch-size", + type=int, + default=64, + metavar="N", + help="input batch size for training (default: 64)", + ) + parser.add_argument( + "--test-batch-size", + type=int, + default=1000, + metavar="N", + help="input batch size for testing (default: 1000)", + ) + parser.add_argument( + "--epochs", + type=int, + default=2, + metavar="N", + help="number of epochs to train (default: 14)", + ) + parser.add_argument( + "--lr", + type=float, + default=1.0, + metavar="LR", + help="learning rate (default: 1.0)", + ) + parser.add_argument( + "--gamma", + type=float, + default=0.7, + metavar="M", + help="Learning rate step gamma (default: 0.7)", + ) + parser.add_argument( + "--no-cuda", action="store_true", default=False, help="disables CUDA training" + ) + parser.add_argument( + "--no-mps", + action="store_true", + default=False, + help="disables macOS GPU training", + ) + parser.add_argument( + "--dry-run", + action="store_true", + default=False, + help="quickly check a single pass", + ) + parser.add_argument( + "--seed", type=int, default=1, metavar="S", help="random seed (default: 1)" + ) + parser.add_argument( + "--log-interval", + type=int, + default=10, + metavar="N", + help="how many batches to wait before logging training status", + ) + parser.add_argument( + "--save-model", + action="store_true", + default=False, + help="For Saving the current Model", + ) + args = parser.parse_args() + + annotate_stage("init") # TRAINCHECK: stage annotation + use_cuda = not args.no_cuda and torch.cuda.is_available() + use_mps = not args.no_mps and torch.backends.mps.is_available() + + torch.manual_seed(args.seed) + + if use_cuda: + device = torch.device("cuda") + elif use_mps: + device = torch.device("mps") + else: + device = torch.device("cpu") + + train_kwargs = {"batch_size": args.batch_size} + test_kwargs = {"batch_size": args.test_batch_size} + if use_cuda: + cuda_kwargs = {"num_workers": 2, "pin_memory": True, "shuffle": True} + # TRAINCHECK: set num_workers to 0 to avoid dataloader related invariants + # cuda_kwargs = {'num_workers': 0, 'pin_memory': True, 'shuffle': True} + train_kwargs.update(cuda_kwargs) + test_kwargs.update(cuda_kwargs) + + transform = transforms.Compose( + [transforms.ToTensor(), transforms.Normalize((0.1307,), (0.3081,))] + ) + dataset1 = datasets.MNIST("../data", train=True, download=True, transform=transform) + dataset2 = datasets.MNIST("../data", train=False, transform=transform) + train_loader = torch.utils.data.DataLoader(dataset1, **train_kwargs) + test_loader = torch.utils.data.DataLoader(dataset2, **test_kwargs) + + model = Net().to(device) + optimizer = optim.Adadelta(model.parameters(), lr=args.lr) + + scheduler = StepLR(optimizer, step_size=1, gamma=args.gamma) + for epoch in range(1, args.epochs + 1): + train(args, model, device, train_loader, optimizer, epoch) + test(model, device, test_loader) + + annotate_stage("training") # TRAINCHECK: stage annotation + scheduler.step() + + if args.save_model: + annotate_stage("checkpointing") # TRAINCHECK: stage 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