experiment loggin setup

makefile

@@ -50,6 +50,6 @@ animate:
 
 clean:
 	rm -rf lightning_logs
-	rm -f out/*.png
+	rm -f out/*.png out/*.txt
 	rm -rf __pycache__/
 	cp hsv.png out/

newsearch.py

@@ -56,7 +56,7 @@ search_params = sample(all_params, min(NUM_JOBS, len(all_params)))
 
 for idx, params in enumerate(search_params):
     a, lr, bs, me, s, w, opt = params
-    cmd = f"cd ~/colors && python main.py --alpha {a} --lr {lr} --bs {bs} --max_epochs {me} --seed {s} --width {w}"
+    # cmd = f"cd ~/colors && python main.py --alpha {a} --lr {lr} --bs {bs} --max_epochs {me} --seed {s} --width {w}"
     cmd = f"""
 python newmain.py fit \
 --seed_everything {s} \
@@ -65,6 +65,7 @@ python newmain.py fit \
 --data.val_size 100000 \
 --model.alpha {a} \
 --model.width {w} \
+--model.depth 1 \
 --trainer.min_epochs 10 \
 --trainer.max_epochs {me} \
 --trainer.log_every_n_steps 3 \
@@ -82,13 +83,15 @@ python newmain.py fit \
 --lr_scheduler.init_args.cooldown 10 \
 --lr_scheduler.init_args.verbose true
 """
-    test_cmd = cmd + f" --print_config > out/config_v{idx:04d}.txt"
+    test_cmd = f"{cmd.strip()} --print_config > out/config_v{idx:04d}.txt"
+
     # job_name = f"color2_{bs}_{a}_{lr:2.2e}"
     # job_plugin.run(cmd, machine=Machine.T4, name=job_name)
     print(f"Running {params}: {cmd}")
+    cmd = f"{test_cmd.strip()} && {cmd}"
     try:
         # Run the command and wait for it to complete
-        subprocess.run(test_cmd, shell=True, check=True)
+        # subprocess.run(test_cmd, shell=True, check=True)
         subprocess.run(cmd, shell=True, check=True)
     except KeyboardInterrupt:
         print("Interrupted by user")