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InvalidArgumentError Traceback (most recent call last) Cell In[12], line 8 1 testing = data.load_data_v1( 2 test_path, 3 data_shape=data_shape, 4 subset=subset, 5 group_same_observations=True, 6 ) 7 testing = testing.map(normalize_data) ----> 8 model.evaluate( 9 testing, 10 callbacks=[ 11 keras.callbacks.TensorBoard( 12 log_dir=f'outputs/{exp_name}_{runtime}_1st_board', 13 ), 14 ]) 18 # Obtain performance value at different thresholds. File ~/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/utils/traceback_utils.py:67, in filter_traceback.<locals>.error_handler(*args, **kwargs) 65 except Exception as e: # pylint: disable=broad-except 66 filtered_tb = _process_traceback_frames(e.__traceback__) ---> 67 raise e.with_traceback(filtered_tb) from None 68 finally: 69 del filtered_tb File ~/.conda/envs/tc_quan/lib/python3.10/site-packages/tensorflow/python/eager/execute.py:54, in quick_execute(op_name, num_outputs, inputs, attrs, ctx, name) 52 try: 53 ctx.ensure_initialized() ---> 54 tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name, 55 inputs, attrs, num_outputs) 56 except core._NotOkStatusException as e: 57 if name is not None: InvalidArgumentError: Graph execution error: Detected at node 'assert_greater_equal/Assert/AssertGuard/Assert' defined at (most recent call last): File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/runpy.py", line 196, in _run_module_as_main return _run_code(code, main_globals, None, File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/runpy.py", line 86, in _run_code exec(code, run_globals) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/ipykernel_launcher.py", line 17, in <module> app.launch_new_instance() File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/traitlets/config/application.py", line 1043, in launch_instance app.start() File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/ipykernel/kernelapp.py", line 725, in start self.io_loop.start() File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/tornado/platform/asyncio.py", line 215, in start self.asyncio_loop.run_forever() File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/asyncio/base_events.py", line 603, in run_forever self._run_once() File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/asyncio/base_events.py", line 1909, in _run_once handle._run() File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/asyncio/events.py", line 80, in _run self._context.run(self._callback, *self._args) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/ipykernel/kernelbase.py", line 513, in dispatch_queue await self.process_one() File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/ipykernel/kernelbase.py", line 502, in process_one await dispatch(*args) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/ipykernel/kernelbase.py", line 409, in dispatch_shell await result File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/ipykernel/kernelbase.py", line 729, in execute_request reply_content = await reply_content File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/ipykernel/ipkernel.py", line 422, in do_execute res = shell.run_cell( File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/ipykernel/zmqshell.py", line 540, in run_cell return super().run_cell(*args, **kwargs) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3006, in run_cell result = self._run_cell( File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3061, in _run_cell result = runner(coro) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/IPython/core/async_helpers.py", line 129, in _pseudo_sync_runner coro.send(None) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3266, in run_cell_async has_raised = await self.run_ast_nodes(code_ast.body, cell_name, File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3445, in run_ast_nodes if await self.run_code(code, result, async_=asy): File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3505, in run_code exec(code_obj, self.user_global_ns, self.user_ns) File "/tmp/ipykernel_17728/124998052.py", line 2, in <module> first_stage_history = model.fit( File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/utils/traceback_utils.py", line 64, in error_handler return fn(*args, **kwargs) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/engine/training.py", line 1445, in fit val_logs = self.evaluate( File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/utils/traceback_utils.py", line 64, in error_handler return fn(*args, **kwargs) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/engine/training.py", line 1756, in evaluate tmp_logs = self.test_function(iterator) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/engine/training.py", line 1557, in test_function return step_function(self, iterator) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/engine/training.py", line 1546, in step_function outputs = model.distribute_strategy.run(run_step, args=(data,)) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/engine/training.py", line 1535, in run_step outputs = model.test_step(data) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/engine/training.py", line 1502, in test_step return self.compute_metrics(x, y, y_pred, sample_weight) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/engine/training.py", line 987, in compute_metrics self.compiled_metrics.update_state(y, y_pred, sample_weight) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/engine/compile_utils.py", line 501, in update_state metric_obj.update_state(y_t, y_p, sample_weight=mask) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/utils/metrics_utils.py", line 70, in decorated update_op = update_state_fn(*args, **kwargs) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/metrics/base_metric.py", line 140, in update_state_fn return ag_update_state(*args, **kwargs) File "/geode2/home/u100/trihnguy/Carbonate/tc-prediction-tri/tc_formation/tf_metrics.py", line 17, in update_state return super().update_state(y_true, y_pred, sample_weight) File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/metrics/metrics.py", line 949, in update_state return metrics_utils.update_confusion_matrix_variables( File "/N/u/trihnguy/Carbonate/.conda/envs/tc_quan/lib/python3.10/site-packages/keras/utils/metrics_utils.py", line 602, in update_confusion_matrix_variables tf.debugging.assert_greater_equal( Node: 'assert_greater_equal/Assert/AssertGuard/Assert' assertion failed: [predictions must be >= 0] [Condition x >= y did not hold element-wise:] [x (Sigmoid:0) = ] [[0.0195365865][-nan][0.0402007438]...] [y (Cast_8/x:0) = ] [0] [[{{node assert_greater_equal/Assert/AssertGuard/Assert}}]] [Op:__inference_test_function_8259]